pyimagesearch.com
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Submitted URL: https://t.dripemail2.com/c/eyJhbGciOiJIUzI1NiJ9.eyJhdWQiOiJkZXRvdXIiLCJpc3MiOiJtb25vbGl0aCIsInN1YiI6ImRldG91cl9saW5rIiwia...
Effective URL: https://pyimagesearch.com/pyimagesearch-university/?utm_source=Drip&utm_medium=Email&utm_campaign=ReverseSaleMar2023&utm_c...
Submission: On April 14 via manual from IT — Scanned from DE
Effective URL: https://pyimagesearch.com/pyimagesearch-university/?utm_source=Drip&utm_medium=Email&utm_campaign=ReverseSaleMar2023&utm_c...
Submission: On April 14 via manual from IT — Scanned from DE
Form analysis 4 forms found in the DOM
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<label class="dfwid-label dfwid-label--text"> First Name <span title="Required"> *</span>
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<div class="dfwid-field-wrapper" data-id="_email">
<label class="dfwid-label dfwid-label--email"> Email Address <span title="Required"> *</span>
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<div id="drip-errors-for-email-217561" class="drip-errors"></div>
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<div style="display: none;" aria-hidden="true">
<dt for="website">Website</dt>
<dd>
<input type="text" id="website" name="website" placeholder="Website" class="drip-text-field" tabindex="-1" autocomplete="false" value="">
</dd>
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<button type="submit" name="submit" id="dfwid-submit-217561" class="dfwid-submit-button" tabindex="0">Yes, I want to increase image resolution with GANs</button>
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</form><form id="dfwid-form-225918" class=" dfwid-form">
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<input type="hidden" name="tags[]" id="tags_" value="joinedfromdripsubscribetoweeklysocialform774718595" tabindex="-1">
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<label class="dfwid-label dfwid-label--email"> Email Address <span title="Required"> *</span>
</label> <input type="email" name="fields[email]" value="" placeholder="" class="drip-text-field" id="drip-email-field-225918" tabindex="0">
<div id="drip-errors-for-email-225918" class="drip-errors"></div>
</div>
<div style="display: none;" aria-hidden="true">
<dt for="website">Website</dt>
<dd>
<input type="text" id="website" name="website" placeholder="Website" class="drip-text-field" tabindex="-1" autocomplete="false" value="">
</dd>
</div>
<button type="submit" name="submit" id="dfwid-submit-225918" class="dfwid-submit-button" tabindex="0">Subscribe</button>
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</form><form id="dfwid-form-217439" class=" dfwid-form">
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<label class="dfwid-label dfwid-label--text"> First Name <span title="Required"> *</span>
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<div id="drip-errors-for-custom-fields-first-name-217439" class="drip-errors"></div>
</div>
<div class="dfwid-field-wrapper" data-id="_email">
<label class="dfwid-label dfwid-label--email"> Email Address <span title="Required"> *</span>
</label> <input type="email" name="fields[email]" value="" placeholder="" class="drip-text-field" id="drip-email-field-217439" tabindex="0">
<div id="drip-errors-for-email-217439" class="drip-errors"></div>
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<div style="display: none;" aria-hidden="true">
<dt for="website">Website</dt>
<dd>
<input type="text" id="website" name="website" placeholder="Website" class="drip-text-field" tabindex="-1" autocomplete="false" value="">
</dd>
</div>
<button type="submit" name="submit" id="dfwid-submit-217439" class="dfwid-submit-button" tabindex="0">Yes, I want to learn live!</button>
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<div class="dfwid-field-wrapper" data-id="_email">
<label class="dfwid-label dfwid-label--email"> Email Address <span title="Required"> *</span>
</label> <input type="email" name="fields[email]" value="" placeholder="" class="drip-text-field" id="drip-email-field-211285" tabindex="0">
<div id="drip-errors-for-email-211285" class="drip-errors"></div>
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<div class="dfwid-field-wrapper" data-id="225685">
<label class="dfwid-label dfwid-label--phone"> Phone Number <span title="Required"> *</span>
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<div class="iti iti--allow-dropdown iti--separate-dial-code">
<div class="iti__flag-container">
<div class="iti__selected-flag" role="combobox" aria-controls="iti-0__country-listbox" aria-owns="iti-0__country-listbox" aria-expanded="false" tabindex="0" title="United States: +1" aria-activedescendant="iti-0__item-us-preferred">
<div class="iti__flag iti__us"></div>
<div class="iti__selected-dial-code">+1</div>
<div class="iti__arrow"></div>
</div>
<ul class="iti__country-list iti__hide" id="iti-0__country-listbox" role="listbox" aria-label="List of countries">
<li class="iti__country iti__preferred iti__active" tabindex="-1" id="iti-0__item-us-preferred" role="option" data-dial-code="1" data-country-code="us" aria-selected="true">
<div class="iti__flag-box">
<div class="iti__flag iti__us"></div>
</div><span class="iti__country-name">United States</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__preferred" tabindex="-1" id="iti-0__item-gb-preferred" role="option" data-dial-code="44" data-country-code="gb" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gb"></div>
</div><span class="iti__country-name">United Kingdom</span><span class="iti__dial-code">+44</span>
</li>
<li class="iti__divider" role="separator" aria-disabled="true"></li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-af" role="option" data-dial-code="93" data-country-code="af" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__af"></div>
</div><span class="iti__country-name">Afghanistan (افغانستان)</span><span class="iti__dial-code">+93</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-al" role="option" data-dial-code="355" data-country-code="al" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__al"></div>
</div><span class="iti__country-name">Albania (Shqipëri)</span><span class="iti__dial-code">+355</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-dz" role="option" data-dial-code="213" data-country-code="dz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__dz"></div>
</div><span class="iti__country-name">Algeria (الجزائر)</span><span class="iti__dial-code">+213</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-as" role="option" data-dial-code="1" data-country-code="as" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__as"></div>
</div><span class="iti__country-name">American Samoa</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ad" role="option" data-dial-code="376" data-country-code="ad" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ad"></div>
</div><span class="iti__country-name">Andorra</span><span class="iti__dial-code">+376</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ao" role="option" data-dial-code="244" data-country-code="ao" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ao"></div>
</div><span class="iti__country-name">Angola</span><span class="iti__dial-code">+244</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ai" role="option" data-dial-code="1" data-country-code="ai" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ai"></div>
</div><span class="iti__country-name">Anguilla</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ag" role="option" data-dial-code="1" data-country-code="ag" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ag"></div>
</div><span class="iti__country-name">Antigua and Barbuda</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ar" role="option" data-dial-code="54" data-country-code="ar" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ar"></div>
</div><span class="iti__country-name">Argentina</span><span class="iti__dial-code">+54</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-am" role="option" data-dial-code="374" data-country-code="am" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__am"></div>
</div><span class="iti__country-name">Armenia (Հայաստան)</span><span class="iti__dial-code">+374</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-aw" role="option" data-dial-code="297" data-country-code="aw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__aw"></div>
</div><span class="iti__country-name">Aruba</span><span class="iti__dial-code">+297</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-au" role="option" data-dial-code="61" data-country-code="au" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__au"></div>
</div><span class="iti__country-name">Australia</span><span class="iti__dial-code">+61</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-at" role="option" data-dial-code="43" data-country-code="at" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__at"></div>
</div><span class="iti__country-name">Austria (Österreich)</span><span class="iti__dial-code">+43</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-az" role="option" data-dial-code="994" data-country-code="az" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__az"></div>
</div><span class="iti__country-name">Azerbaijan (Azərbaycan)</span><span class="iti__dial-code">+994</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bs" role="option" data-dial-code="1" data-country-code="bs" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bs"></div>
</div><span class="iti__country-name">Bahamas</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bh" role="option" data-dial-code="973" data-country-code="bh" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bh"></div>
</div><span class="iti__country-name">Bahrain (البحرين)</span><span class="iti__dial-code">+973</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bd" role="option" data-dial-code="880" data-country-code="bd" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bd"></div>
</div><span class="iti__country-name">Bangladesh (বাংলাদেশ)</span><span class="iti__dial-code">+880</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bb" role="option" data-dial-code="1" data-country-code="bb" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bb"></div>
</div><span class="iti__country-name">Barbados</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-by" role="option" data-dial-code="375" data-country-code="by" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__by"></div>
</div><span class="iti__country-name">Belarus (Беларусь)</span><span class="iti__dial-code">+375</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-be" role="option" data-dial-code="32" data-country-code="be" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__be"></div>
</div><span class="iti__country-name">Belgium (België)</span><span class="iti__dial-code">+32</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bz" role="option" data-dial-code="501" data-country-code="bz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bz"></div>
</div><span class="iti__country-name">Belize</span><span class="iti__dial-code">+501</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bj" role="option" data-dial-code="229" data-country-code="bj" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bj"></div>
</div><span class="iti__country-name">Benin (Bénin)</span><span class="iti__dial-code">+229</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bm" role="option" data-dial-code="1" data-country-code="bm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bm"></div>
</div><span class="iti__country-name">Bermuda</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bt" role="option" data-dial-code="975" data-country-code="bt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bt"></div>
</div><span class="iti__country-name">Bhutan (འབྲུག)</span><span class="iti__dial-code">+975</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bo" role="option" data-dial-code="591" data-country-code="bo" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bo"></div>
</div><span class="iti__country-name">Bolivia</span><span class="iti__dial-code">+591</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ba" role="option" data-dial-code="387" data-country-code="ba" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ba"></div>
</div><span class="iti__country-name">Bosnia and Herzegovina (Босна и Херцеговина)</span><span class="iti__dial-code">+387</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bw" role="option" data-dial-code="267" data-country-code="bw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bw"></div>
</div><span class="iti__country-name">Botswana</span><span class="iti__dial-code">+267</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-br" role="option" data-dial-code="55" data-country-code="br" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__br"></div>
</div><span class="iti__country-name">Brazil (Brasil)</span><span class="iti__dial-code">+55</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-io" role="option" data-dial-code="246" data-country-code="io" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__io"></div>
</div><span class="iti__country-name">British Indian Ocean Territory</span><span class="iti__dial-code">+246</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-vg" role="option" data-dial-code="1" data-country-code="vg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__vg"></div>
</div><span class="iti__country-name">British Virgin Islands</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bn" role="option" data-dial-code="673" data-country-code="bn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bn"></div>
</div><span class="iti__country-name">Brunei</span><span class="iti__dial-code">+673</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bg" role="option" data-dial-code="359" data-country-code="bg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bg"></div>
</div><span class="iti__country-name">Bulgaria (България)</span><span class="iti__dial-code">+359</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bf" role="option" data-dial-code="226" data-country-code="bf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bf"></div>
</div><span class="iti__country-name">Burkina Faso</span><span class="iti__dial-code">+226</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bi" role="option" data-dial-code="257" data-country-code="bi" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bi"></div>
</div><span class="iti__country-name">Burundi (Uburundi)</span><span class="iti__dial-code">+257</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kh" role="option" data-dial-code="855" data-country-code="kh" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kh"></div>
</div><span class="iti__country-name">Cambodia (កម្ពុជា)</span><span class="iti__dial-code">+855</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cm" role="option" data-dial-code="237" data-country-code="cm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cm"></div>
</div><span class="iti__country-name">Cameroon (Cameroun)</span><span class="iti__dial-code">+237</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ca" role="option" data-dial-code="1" data-country-code="ca" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ca"></div>
</div><span class="iti__country-name">Canada</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cv" role="option" data-dial-code="238" data-country-code="cv" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cv"></div>
</div><span class="iti__country-name">Cape Verde (Kabu Verdi)</span><span class="iti__dial-code">+238</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bq" role="option" data-dial-code="599" data-country-code="bq" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bq"></div>
</div><span class="iti__country-name">Caribbean Netherlands</span><span class="iti__dial-code">+599</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ky" role="option" data-dial-code="1" data-country-code="ky" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ky"></div>
</div><span class="iti__country-name">Cayman Islands</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cf" role="option" data-dial-code="236" data-country-code="cf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cf"></div>
</div><span class="iti__country-name">Central African Republic (République centrafricaine)</span><span class="iti__dial-code">+236</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-td" role="option" data-dial-code="235" data-country-code="td" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__td"></div>
</div><span class="iti__country-name">Chad (Tchad)</span><span class="iti__dial-code">+235</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cl" role="option" data-dial-code="56" data-country-code="cl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cl"></div>
</div><span class="iti__country-name">Chile</span><span class="iti__dial-code">+56</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cn" role="option" data-dial-code="86" data-country-code="cn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cn"></div>
</div><span class="iti__country-name">China (中国)</span><span class="iti__dial-code">+86</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cx" role="option" data-dial-code="61" data-country-code="cx" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cx"></div>
</div><span class="iti__country-name">Christmas Island</span><span class="iti__dial-code">+61</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cc" role="option" data-dial-code="61" data-country-code="cc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cc"></div>
</div><span class="iti__country-name">Cocos (Keeling) Islands</span><span class="iti__dial-code">+61</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-co" role="option" data-dial-code="57" data-country-code="co" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__co"></div>
</div><span class="iti__country-name">Colombia</span><span class="iti__dial-code">+57</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-km" role="option" data-dial-code="269" data-country-code="km" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__km"></div>
</div><span class="iti__country-name">Comoros (جزر القمر)</span><span class="iti__dial-code">+269</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cd" role="option" data-dial-code="243" data-country-code="cd" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cd"></div>
</div><span class="iti__country-name">Congo (DRC) (Jamhuri ya Kidemokrasia ya Kongo)</span><span class="iti__dial-code">+243</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cg" role="option" data-dial-code="242" data-country-code="cg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cg"></div>
</div><span class="iti__country-name">Congo (Republic) (Congo-Brazzaville)</span><span class="iti__dial-code">+242</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ck" role="option" data-dial-code="682" data-country-code="ck" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ck"></div>
</div><span class="iti__country-name">Cook Islands</span><span class="iti__dial-code">+682</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cr" role="option" data-dial-code="506" data-country-code="cr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cr"></div>
</div><span class="iti__country-name">Costa Rica</span><span class="iti__dial-code">+506</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ci" role="option" data-dial-code="225" data-country-code="ci" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ci"></div>
</div><span class="iti__country-name">Côte d’Ivoire</span><span class="iti__dial-code">+225</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-hr" role="option" data-dial-code="385" data-country-code="hr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__hr"></div>
</div><span class="iti__country-name">Croatia (Hrvatska)</span><span class="iti__dial-code">+385</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cu" role="option" data-dial-code="53" data-country-code="cu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cu"></div>
</div><span class="iti__country-name">Cuba</span><span class="iti__dial-code">+53</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cw" role="option" data-dial-code="599" data-country-code="cw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cw"></div>
</div><span class="iti__country-name">Curaçao</span><span class="iti__dial-code">+599</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cy" role="option" data-dial-code="357" data-country-code="cy" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cy"></div>
</div><span class="iti__country-name">Cyprus (Κύπρος)</span><span class="iti__dial-code">+357</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-cz" role="option" data-dial-code="420" data-country-code="cz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__cz"></div>
</div><span class="iti__country-name">Czech Republic (Česká republika)</span><span class="iti__dial-code">+420</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-dk" role="option" data-dial-code="45" data-country-code="dk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__dk"></div>
</div><span class="iti__country-name">Denmark (Danmark)</span><span class="iti__dial-code">+45</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-dj" role="option" data-dial-code="253" data-country-code="dj" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__dj"></div>
</div><span class="iti__country-name">Djibouti</span><span class="iti__dial-code">+253</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-dm" role="option" data-dial-code="1" data-country-code="dm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__dm"></div>
</div><span class="iti__country-name">Dominica</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-do" role="option" data-dial-code="1" data-country-code="do" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__do"></div>
</div><span class="iti__country-name">Dominican Republic (República Dominicana)</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ec" role="option" data-dial-code="593" data-country-code="ec" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ec"></div>
</div><span class="iti__country-name">Ecuador</span><span class="iti__dial-code">+593</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-eg" role="option" data-dial-code="20" data-country-code="eg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__eg"></div>
</div><span class="iti__country-name">Egypt (مصر)</span><span class="iti__dial-code">+20</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sv" role="option" data-dial-code="503" data-country-code="sv" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sv"></div>
</div><span class="iti__country-name">El Salvador</span><span class="iti__dial-code">+503</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gq" role="option" data-dial-code="240" data-country-code="gq" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gq"></div>
</div><span class="iti__country-name">Equatorial Guinea (Guinea Ecuatorial)</span><span class="iti__dial-code">+240</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-er" role="option" data-dial-code="291" data-country-code="er" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__er"></div>
</div><span class="iti__country-name">Eritrea</span><span class="iti__dial-code">+291</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ee" role="option" data-dial-code="372" data-country-code="ee" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ee"></div>
</div><span class="iti__country-name">Estonia (Eesti)</span><span class="iti__dial-code">+372</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sz" role="option" data-dial-code="268" data-country-code="sz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sz"></div>
</div><span class="iti__country-name">Eswatini</span><span class="iti__dial-code">+268</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-et" role="option" data-dial-code="251" data-country-code="et" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__et"></div>
</div><span class="iti__country-name">Ethiopia</span><span class="iti__dial-code">+251</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-fk" role="option" data-dial-code="500" data-country-code="fk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__fk"></div>
</div><span class="iti__country-name">Falkland Islands (Islas Malvinas)</span><span class="iti__dial-code">+500</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-fo" role="option" data-dial-code="298" data-country-code="fo" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__fo"></div>
</div><span class="iti__country-name">Faroe Islands (Føroyar)</span><span class="iti__dial-code">+298</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-fj" role="option" data-dial-code="679" data-country-code="fj" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__fj"></div>
</div><span class="iti__country-name">Fiji</span><span class="iti__dial-code">+679</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-fi" role="option" data-dial-code="358" data-country-code="fi" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__fi"></div>
</div><span class="iti__country-name">Finland (Suomi)</span><span class="iti__dial-code">+358</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-fr" role="option" data-dial-code="33" data-country-code="fr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__fr"></div>
</div><span class="iti__country-name">France</span><span class="iti__dial-code">+33</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gf" role="option" data-dial-code="594" data-country-code="gf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gf"></div>
</div><span class="iti__country-name">French Guiana (Guyane française)</span><span class="iti__dial-code">+594</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pf" role="option" data-dial-code="689" data-country-code="pf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pf"></div>
</div><span class="iti__country-name">French Polynesia (Polynésie française)</span><span class="iti__dial-code">+689</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ga" role="option" data-dial-code="241" data-country-code="ga" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ga"></div>
</div><span class="iti__country-name">Gabon</span><span class="iti__dial-code">+241</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gm" role="option" data-dial-code="220" data-country-code="gm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gm"></div>
</div><span class="iti__country-name">Gambia</span><span class="iti__dial-code">+220</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ge" role="option" data-dial-code="995" data-country-code="ge" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ge"></div>
</div><span class="iti__country-name">Georgia (საქართველო)</span><span class="iti__dial-code">+995</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-de" role="option" data-dial-code="49" data-country-code="de" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__de"></div>
</div><span class="iti__country-name">Germany (Deutschland)</span><span class="iti__dial-code">+49</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gh" role="option" data-dial-code="233" data-country-code="gh" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gh"></div>
</div><span class="iti__country-name">Ghana (Gaana)</span><span class="iti__dial-code">+233</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gi" role="option" data-dial-code="350" data-country-code="gi" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gi"></div>
</div><span class="iti__country-name">Gibraltar</span><span class="iti__dial-code">+350</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gr" role="option" data-dial-code="30" data-country-code="gr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gr"></div>
</div><span class="iti__country-name">Greece (Ελλάδα)</span><span class="iti__dial-code">+30</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gl" role="option" data-dial-code="299" data-country-code="gl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gl"></div>
</div><span class="iti__country-name">Greenland (Kalaallit Nunaat)</span><span class="iti__dial-code">+299</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gd" role="option" data-dial-code="1" data-country-code="gd" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gd"></div>
</div><span class="iti__country-name">Grenada</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gp" role="option" data-dial-code="590" data-country-code="gp" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gp"></div>
</div><span class="iti__country-name">Guadeloupe</span><span class="iti__dial-code">+590</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gu" role="option" data-dial-code="1" data-country-code="gu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gu"></div>
</div><span class="iti__country-name">Guam</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gt" role="option" data-dial-code="502" data-country-code="gt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gt"></div>
</div><span class="iti__country-name">Guatemala</span><span class="iti__dial-code">+502</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gg" role="option" data-dial-code="44" data-country-code="gg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gg"></div>
</div><span class="iti__country-name">Guernsey</span><span class="iti__dial-code">+44</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gn" role="option" data-dial-code="224" data-country-code="gn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gn"></div>
</div><span class="iti__country-name">Guinea (Guinée)</span><span class="iti__dial-code">+224</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gw" role="option" data-dial-code="245" data-country-code="gw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gw"></div>
</div><span class="iti__country-name">Guinea-Bissau (Guiné Bissau)</span><span class="iti__dial-code">+245</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gy" role="option" data-dial-code="592" data-country-code="gy" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gy"></div>
</div><span class="iti__country-name">Guyana</span><span class="iti__dial-code">+592</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ht" role="option" data-dial-code="509" data-country-code="ht" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ht"></div>
</div><span class="iti__country-name">Haiti</span><span class="iti__dial-code">+509</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-hn" role="option" data-dial-code="504" data-country-code="hn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__hn"></div>
</div><span class="iti__country-name">Honduras</span><span class="iti__dial-code">+504</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-hk" role="option" data-dial-code="852" data-country-code="hk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__hk"></div>
</div><span class="iti__country-name">Hong Kong (香港)</span><span class="iti__dial-code">+852</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-hu" role="option" data-dial-code="36" data-country-code="hu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__hu"></div>
</div><span class="iti__country-name">Hungary (Magyarország)</span><span class="iti__dial-code">+36</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-is" role="option" data-dial-code="354" data-country-code="is" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__is"></div>
</div><span class="iti__country-name">Iceland (Ísland)</span><span class="iti__dial-code">+354</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-in" role="option" data-dial-code="91" data-country-code="in" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__in"></div>
</div><span class="iti__country-name">India (भारत)</span><span class="iti__dial-code">+91</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-id" role="option" data-dial-code="62" data-country-code="id" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__id"></div>
</div><span class="iti__country-name">Indonesia</span><span class="iti__dial-code">+62</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ir" role="option" data-dial-code="98" data-country-code="ir" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ir"></div>
</div><span class="iti__country-name">Iran (ایران)</span><span class="iti__dial-code">+98</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-iq" role="option" data-dial-code="964" data-country-code="iq" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__iq"></div>
</div><span class="iti__country-name">Iraq (العراق)</span><span class="iti__dial-code">+964</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ie" role="option" data-dial-code="353" data-country-code="ie" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ie"></div>
</div><span class="iti__country-name">Ireland</span><span class="iti__dial-code">+353</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-im" role="option" data-dial-code="44" data-country-code="im" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__im"></div>
</div><span class="iti__country-name">Isle of Man</span><span class="iti__dial-code">+44</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-il" role="option" data-dial-code="972" data-country-code="il" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__il"></div>
</div><span class="iti__country-name">Israel (ישראל)</span><span class="iti__dial-code">+972</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-it" role="option" data-dial-code="39" data-country-code="it" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__it"></div>
</div><span class="iti__country-name">Italy (Italia)</span><span class="iti__dial-code">+39</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-jm" role="option" data-dial-code="1" data-country-code="jm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__jm"></div>
</div><span class="iti__country-name">Jamaica</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-jp" role="option" data-dial-code="81" data-country-code="jp" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__jp"></div>
</div><span class="iti__country-name">Japan (日本)</span><span class="iti__dial-code">+81</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-je" role="option" data-dial-code="44" data-country-code="je" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__je"></div>
</div><span class="iti__country-name">Jersey</span><span class="iti__dial-code">+44</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-jo" role="option" data-dial-code="962" data-country-code="jo" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__jo"></div>
</div><span class="iti__country-name">Jordan (الأردن)</span><span class="iti__dial-code">+962</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kz" role="option" data-dial-code="7" data-country-code="kz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kz"></div>
</div><span class="iti__country-name">Kazakhstan (Казахстан)</span><span class="iti__dial-code">+7</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ke" role="option" data-dial-code="254" data-country-code="ke" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ke"></div>
</div><span class="iti__country-name">Kenya</span><span class="iti__dial-code">+254</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ki" role="option" data-dial-code="686" data-country-code="ki" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ki"></div>
</div><span class="iti__country-name">Kiribati</span><span class="iti__dial-code">+686</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-xk" role="option" data-dial-code="383" data-country-code="xk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__xk"></div>
</div><span class="iti__country-name">Kosovo</span><span class="iti__dial-code">+383</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kw" role="option" data-dial-code="965" data-country-code="kw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kw"></div>
</div><span class="iti__country-name">Kuwait (الكويت)</span><span class="iti__dial-code">+965</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kg" role="option" data-dial-code="996" data-country-code="kg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kg"></div>
</div><span class="iti__country-name">Kyrgyzstan (Кыргызстан)</span><span class="iti__dial-code">+996</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-la" role="option" data-dial-code="856" data-country-code="la" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__la"></div>
</div><span class="iti__country-name">Laos (ລາວ)</span><span class="iti__dial-code">+856</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lv" role="option" data-dial-code="371" data-country-code="lv" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lv"></div>
</div><span class="iti__country-name">Latvia (Latvija)</span><span class="iti__dial-code">+371</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lb" role="option" data-dial-code="961" data-country-code="lb" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lb"></div>
</div><span class="iti__country-name">Lebanon (لبنان)</span><span class="iti__dial-code">+961</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ls" role="option" data-dial-code="266" data-country-code="ls" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ls"></div>
</div><span class="iti__country-name">Lesotho</span><span class="iti__dial-code">+266</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lr" role="option" data-dial-code="231" data-country-code="lr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lr"></div>
</div><span class="iti__country-name">Liberia</span><span class="iti__dial-code">+231</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ly" role="option" data-dial-code="218" data-country-code="ly" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ly"></div>
</div><span class="iti__country-name">Libya (ليبيا)</span><span class="iti__dial-code">+218</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-li" role="option" data-dial-code="423" data-country-code="li" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__li"></div>
</div><span class="iti__country-name">Liechtenstein</span><span class="iti__dial-code">+423</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lt" role="option" data-dial-code="370" data-country-code="lt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lt"></div>
</div><span class="iti__country-name">Lithuania (Lietuva)</span><span class="iti__dial-code">+370</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lu" role="option" data-dial-code="352" data-country-code="lu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lu"></div>
</div><span class="iti__country-name">Luxembourg</span><span class="iti__dial-code">+352</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mo" role="option" data-dial-code="853" data-country-code="mo" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mo"></div>
</div><span class="iti__country-name">Macau (澳門)</span><span class="iti__dial-code">+853</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mk" role="option" data-dial-code="389" data-country-code="mk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mk"></div>
</div><span class="iti__country-name">Macedonia (FYROM) (Македонија)</span><span class="iti__dial-code">+389</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mg" role="option" data-dial-code="261" data-country-code="mg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mg"></div>
</div><span class="iti__country-name">Madagascar (Madagasikara)</span><span class="iti__dial-code">+261</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mw" role="option" data-dial-code="265" data-country-code="mw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mw"></div>
</div><span class="iti__country-name">Malawi</span><span class="iti__dial-code">+265</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-my" role="option" data-dial-code="60" data-country-code="my" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__my"></div>
</div><span class="iti__country-name">Malaysia</span><span class="iti__dial-code">+60</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mv" role="option" data-dial-code="960" data-country-code="mv" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mv"></div>
</div><span class="iti__country-name">Maldives</span><span class="iti__dial-code">+960</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ml" role="option" data-dial-code="223" data-country-code="ml" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ml"></div>
</div><span class="iti__country-name">Mali</span><span class="iti__dial-code">+223</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mt" role="option" data-dial-code="356" data-country-code="mt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mt"></div>
</div><span class="iti__country-name">Malta</span><span class="iti__dial-code">+356</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mh" role="option" data-dial-code="692" data-country-code="mh" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mh"></div>
</div><span class="iti__country-name">Marshall Islands</span><span class="iti__dial-code">+692</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mq" role="option" data-dial-code="596" data-country-code="mq" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mq"></div>
</div><span class="iti__country-name">Martinique</span><span class="iti__dial-code">+596</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mr" role="option" data-dial-code="222" data-country-code="mr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mr"></div>
</div><span class="iti__country-name">Mauritania (موريتانيا)</span><span class="iti__dial-code">+222</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mu" role="option" data-dial-code="230" data-country-code="mu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mu"></div>
</div><span class="iti__country-name">Mauritius (Moris)</span><span class="iti__dial-code">+230</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-yt" role="option" data-dial-code="262" data-country-code="yt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__yt"></div>
</div><span class="iti__country-name">Mayotte</span><span class="iti__dial-code">+262</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mx" role="option" data-dial-code="52" data-country-code="mx" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mx"></div>
</div><span class="iti__country-name">Mexico (México)</span><span class="iti__dial-code">+52</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-fm" role="option" data-dial-code="691" data-country-code="fm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__fm"></div>
</div><span class="iti__country-name">Micronesia</span><span class="iti__dial-code">+691</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-md" role="option" data-dial-code="373" data-country-code="md" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__md"></div>
</div><span class="iti__country-name">Moldova (Republica Moldova)</span><span class="iti__dial-code">+373</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mc" role="option" data-dial-code="377" data-country-code="mc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mc"></div>
</div><span class="iti__country-name">Monaco</span><span class="iti__dial-code">+377</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mn" role="option" data-dial-code="976" data-country-code="mn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mn"></div>
</div><span class="iti__country-name">Mongolia (Монгол)</span><span class="iti__dial-code">+976</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-me" role="option" data-dial-code="382" data-country-code="me" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__me"></div>
</div><span class="iti__country-name">Montenegro (Crna Gora)</span><span class="iti__dial-code">+382</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ms" role="option" data-dial-code="1" data-country-code="ms" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ms"></div>
</div><span class="iti__country-name">Montserrat</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ma" role="option" data-dial-code="212" data-country-code="ma" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ma"></div>
</div><span class="iti__country-name">Morocco (المغرب)</span><span class="iti__dial-code">+212</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mz" role="option" data-dial-code="258" data-country-code="mz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mz"></div>
</div><span class="iti__country-name">Mozambique (Moçambique)</span><span class="iti__dial-code">+258</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mm" role="option" data-dial-code="95" data-country-code="mm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mm"></div>
</div><span class="iti__country-name">Myanmar (Burma) (မြန်မာ)</span><span class="iti__dial-code">+95</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-na" role="option" data-dial-code="264" data-country-code="na" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__na"></div>
</div><span class="iti__country-name">Namibia (Namibië)</span><span class="iti__dial-code">+264</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-nr" role="option" data-dial-code="674" data-country-code="nr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__nr"></div>
</div><span class="iti__country-name">Nauru</span><span class="iti__dial-code">+674</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-np" role="option" data-dial-code="977" data-country-code="np" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__np"></div>
</div><span class="iti__country-name">Nepal (नेपाल)</span><span class="iti__dial-code">+977</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-nl" role="option" data-dial-code="31" data-country-code="nl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__nl"></div>
</div><span class="iti__country-name">Netherlands (Nederland)</span><span class="iti__dial-code">+31</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-nc" role="option" data-dial-code="687" data-country-code="nc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__nc"></div>
</div><span class="iti__country-name">New Caledonia (Nouvelle-Calédonie)</span><span class="iti__dial-code">+687</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-nz" role="option" data-dial-code="64" data-country-code="nz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__nz"></div>
</div><span class="iti__country-name">New Zealand</span><span class="iti__dial-code">+64</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ni" role="option" data-dial-code="505" data-country-code="ni" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ni"></div>
</div><span class="iti__country-name">Nicaragua</span><span class="iti__dial-code">+505</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ne" role="option" data-dial-code="227" data-country-code="ne" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ne"></div>
</div><span class="iti__country-name">Niger (Nijar)</span><span class="iti__dial-code">+227</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ng" role="option" data-dial-code="234" data-country-code="ng" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ng"></div>
</div><span class="iti__country-name">Nigeria</span><span class="iti__dial-code">+234</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-nu" role="option" data-dial-code="683" data-country-code="nu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__nu"></div>
</div><span class="iti__country-name">Niue</span><span class="iti__dial-code">+683</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-nf" role="option" data-dial-code="672" data-country-code="nf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__nf"></div>
</div><span class="iti__country-name">Norfolk Island</span><span class="iti__dial-code">+672</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kp" role="option" data-dial-code="850" data-country-code="kp" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kp"></div>
</div><span class="iti__country-name">North Korea (조선 민주주의 인민 공화국)</span><span class="iti__dial-code">+850</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mp" role="option" data-dial-code="1" data-country-code="mp" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mp"></div>
</div><span class="iti__country-name">Northern Mariana Islands</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-no" role="option" data-dial-code="47" data-country-code="no" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__no"></div>
</div><span class="iti__country-name">Norway (Norge)</span><span class="iti__dial-code">+47</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-om" role="option" data-dial-code="968" data-country-code="om" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__om"></div>
</div><span class="iti__country-name">Oman (عُمان)</span><span class="iti__dial-code">+968</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pk" role="option" data-dial-code="92" data-country-code="pk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pk"></div>
</div><span class="iti__country-name">Pakistan (پاکستان)</span><span class="iti__dial-code">+92</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pw" role="option" data-dial-code="680" data-country-code="pw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pw"></div>
</div><span class="iti__country-name">Palau</span><span class="iti__dial-code">+680</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ps" role="option" data-dial-code="970" data-country-code="ps" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ps"></div>
</div><span class="iti__country-name">Palestine (فلسطين)</span><span class="iti__dial-code">+970</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pa" role="option" data-dial-code="507" data-country-code="pa" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pa"></div>
</div><span class="iti__country-name">Panama (Panamá)</span><span class="iti__dial-code">+507</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pg" role="option" data-dial-code="675" data-country-code="pg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pg"></div>
</div><span class="iti__country-name">Papua New Guinea</span><span class="iti__dial-code">+675</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-py" role="option" data-dial-code="595" data-country-code="py" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__py"></div>
</div><span class="iti__country-name">Paraguay</span><span class="iti__dial-code">+595</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pe" role="option" data-dial-code="51" data-country-code="pe" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pe"></div>
</div><span class="iti__country-name">Peru (Perú)</span><span class="iti__dial-code">+51</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ph" role="option" data-dial-code="63" data-country-code="ph" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ph"></div>
</div><span class="iti__country-name">Philippines</span><span class="iti__dial-code">+63</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pl" role="option" data-dial-code="48" data-country-code="pl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pl"></div>
</div><span class="iti__country-name">Poland (Polska)</span><span class="iti__dial-code">+48</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pt" role="option" data-dial-code="351" data-country-code="pt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pt"></div>
</div><span class="iti__country-name">Portugal</span><span class="iti__dial-code">+351</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pr" role="option" data-dial-code="1" data-country-code="pr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pr"></div>
</div><span class="iti__country-name">Puerto Rico</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-qa" role="option" data-dial-code="974" data-country-code="qa" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__qa"></div>
</div><span class="iti__country-name">Qatar (قطر)</span><span class="iti__dial-code">+974</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-re" role="option" data-dial-code="262" data-country-code="re" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__re"></div>
</div><span class="iti__country-name">Réunion (La Réunion)</span><span class="iti__dial-code">+262</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ro" role="option" data-dial-code="40" data-country-code="ro" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ro"></div>
</div><span class="iti__country-name">Romania (România)</span><span class="iti__dial-code">+40</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ru" role="option" data-dial-code="7" data-country-code="ru" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ru"></div>
</div><span class="iti__country-name">Russia (Россия)</span><span class="iti__dial-code">+7</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-rw" role="option" data-dial-code="250" data-country-code="rw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__rw"></div>
</div><span class="iti__country-name">Rwanda</span><span class="iti__dial-code">+250</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-bl" role="option" data-dial-code="590" data-country-code="bl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__bl"></div>
</div><span class="iti__country-name">Saint Barthélemy</span><span class="iti__dial-code">+590</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sh" role="option" data-dial-code="290" data-country-code="sh" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sh"></div>
</div><span class="iti__country-name">Saint Helena</span><span class="iti__dial-code">+290</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kn" role="option" data-dial-code="1" data-country-code="kn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kn"></div>
</div><span class="iti__country-name">Saint Kitts and Nevis</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lc" role="option" data-dial-code="1" data-country-code="lc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lc"></div>
</div><span class="iti__country-name">Saint Lucia</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-mf" role="option" data-dial-code="590" data-country-code="mf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__mf"></div>
</div><span class="iti__country-name">Saint Martin (Saint-Martin (partie française))</span><span class="iti__dial-code">+590</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-pm" role="option" data-dial-code="508" data-country-code="pm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__pm"></div>
</div><span class="iti__country-name">Saint Pierre and Miquelon (Saint-Pierre-et-Miquelon)</span><span class="iti__dial-code">+508</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-vc" role="option" data-dial-code="1" data-country-code="vc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__vc"></div>
</div><span class="iti__country-name">Saint Vincent and the Grenadines</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ws" role="option" data-dial-code="685" data-country-code="ws" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ws"></div>
</div><span class="iti__country-name">Samoa</span><span class="iti__dial-code">+685</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sm" role="option" data-dial-code="378" data-country-code="sm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sm"></div>
</div><span class="iti__country-name">San Marino</span><span class="iti__dial-code">+378</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-st" role="option" data-dial-code="239" data-country-code="st" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__st"></div>
</div><span class="iti__country-name">São Tomé and Príncipe (São Tomé e Príncipe)</span><span class="iti__dial-code">+239</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sa" role="option" data-dial-code="966" data-country-code="sa" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sa"></div>
</div><span class="iti__country-name">Saudi Arabia (المملكة العربية السعودية)</span><span class="iti__dial-code">+966</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sn" role="option" data-dial-code="221" data-country-code="sn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sn"></div>
</div><span class="iti__country-name">Senegal (Sénégal)</span><span class="iti__dial-code">+221</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-rs" role="option" data-dial-code="381" data-country-code="rs" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__rs"></div>
</div><span class="iti__country-name">Serbia (Србија)</span><span class="iti__dial-code">+381</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sc" role="option" data-dial-code="248" data-country-code="sc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sc"></div>
</div><span class="iti__country-name">Seychelles</span><span class="iti__dial-code">+248</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sl" role="option" data-dial-code="232" data-country-code="sl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sl"></div>
</div><span class="iti__country-name">Sierra Leone</span><span class="iti__dial-code">+232</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sg" role="option" data-dial-code="65" data-country-code="sg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sg"></div>
</div><span class="iti__country-name">Singapore</span><span class="iti__dial-code">+65</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sx" role="option" data-dial-code="1" data-country-code="sx" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sx"></div>
</div><span class="iti__country-name">Sint Maarten</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sk" role="option" data-dial-code="421" data-country-code="sk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sk"></div>
</div><span class="iti__country-name">Slovakia (Slovensko)</span><span class="iti__dial-code">+421</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-si" role="option" data-dial-code="386" data-country-code="si" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__si"></div>
</div><span class="iti__country-name">Slovenia (Slovenija)</span><span class="iti__dial-code">+386</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sb" role="option" data-dial-code="677" data-country-code="sb" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sb"></div>
</div><span class="iti__country-name">Solomon Islands</span><span class="iti__dial-code">+677</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-so" role="option" data-dial-code="252" data-country-code="so" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__so"></div>
</div><span class="iti__country-name">Somalia (Soomaaliya)</span><span class="iti__dial-code">+252</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-za" role="option" data-dial-code="27" data-country-code="za" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__za"></div>
</div><span class="iti__country-name">South Africa</span><span class="iti__dial-code">+27</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-kr" role="option" data-dial-code="82" data-country-code="kr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__kr"></div>
</div><span class="iti__country-name">South Korea (대한민국)</span><span class="iti__dial-code">+82</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ss" role="option" data-dial-code="211" data-country-code="ss" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ss"></div>
</div><span class="iti__country-name">South Sudan (جنوب السودان)</span><span class="iti__dial-code">+211</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-es" role="option" data-dial-code="34" data-country-code="es" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__es"></div>
</div><span class="iti__country-name">Spain (España)</span><span class="iti__dial-code">+34</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-lk" role="option" data-dial-code="94" data-country-code="lk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__lk"></div>
</div><span class="iti__country-name">Sri Lanka (ශ්රී ලංකාව)</span><span class="iti__dial-code">+94</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sd" role="option" data-dial-code="249" data-country-code="sd" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sd"></div>
</div><span class="iti__country-name">Sudan (السودان)</span><span class="iti__dial-code">+249</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sr" role="option" data-dial-code="597" data-country-code="sr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sr"></div>
</div><span class="iti__country-name">Suriname</span><span class="iti__dial-code">+597</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sj" role="option" data-dial-code="47" data-country-code="sj" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sj"></div>
</div><span class="iti__country-name">Svalbard and Jan Mayen</span><span class="iti__dial-code">+47</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-se" role="option" data-dial-code="46" data-country-code="se" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__se"></div>
</div><span class="iti__country-name">Sweden (Sverige)</span><span class="iti__dial-code">+46</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ch" role="option" data-dial-code="41" data-country-code="ch" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ch"></div>
</div><span class="iti__country-name">Switzerland (Schweiz)</span><span class="iti__dial-code">+41</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-sy" role="option" data-dial-code="963" data-country-code="sy" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__sy"></div>
</div><span class="iti__country-name">Syria (سوريا)</span><span class="iti__dial-code">+963</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tw" role="option" data-dial-code="886" data-country-code="tw" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tw"></div>
</div><span class="iti__country-name">Taiwan (台灣)</span><span class="iti__dial-code">+886</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tj" role="option" data-dial-code="992" data-country-code="tj" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tj"></div>
</div><span class="iti__country-name">Tajikistan</span><span class="iti__dial-code">+992</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tz" role="option" data-dial-code="255" data-country-code="tz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tz"></div>
</div><span class="iti__country-name">Tanzania</span><span class="iti__dial-code">+255</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-th" role="option" data-dial-code="66" data-country-code="th" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__th"></div>
</div><span class="iti__country-name">Thailand (ไทย)</span><span class="iti__dial-code">+66</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tl" role="option" data-dial-code="670" data-country-code="tl" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tl"></div>
</div><span class="iti__country-name">Timor-Leste</span><span class="iti__dial-code">+670</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tg" role="option" data-dial-code="228" data-country-code="tg" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tg"></div>
</div><span class="iti__country-name">Togo</span><span class="iti__dial-code">+228</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tk" role="option" data-dial-code="690" data-country-code="tk" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tk"></div>
</div><span class="iti__country-name">Tokelau</span><span class="iti__dial-code">+690</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-to" role="option" data-dial-code="676" data-country-code="to" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__to"></div>
</div><span class="iti__country-name">Tonga</span><span class="iti__dial-code">+676</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tt" role="option" data-dial-code="1" data-country-code="tt" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tt"></div>
</div><span class="iti__country-name">Trinidad and Tobago</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tn" role="option" data-dial-code="216" data-country-code="tn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tn"></div>
</div><span class="iti__country-name">Tunisia (تونس)</span><span class="iti__dial-code">+216</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tr" role="option" data-dial-code="90" data-country-code="tr" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tr"></div>
</div><span class="iti__country-name">Turkey (Türkiye)</span><span class="iti__dial-code">+90</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tm" role="option" data-dial-code="993" data-country-code="tm" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tm"></div>
</div><span class="iti__country-name">Turkmenistan</span><span class="iti__dial-code">+993</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tc" role="option" data-dial-code="1" data-country-code="tc" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tc"></div>
</div><span class="iti__country-name">Turks and Caicos Islands</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-tv" role="option" data-dial-code="688" data-country-code="tv" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__tv"></div>
</div><span class="iti__country-name">Tuvalu</span><span class="iti__dial-code">+688</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-vi" role="option" data-dial-code="1" data-country-code="vi" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__vi"></div>
</div><span class="iti__country-name">U.S. Virgin Islands</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ug" role="option" data-dial-code="256" data-country-code="ug" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ug"></div>
</div><span class="iti__country-name">Uganda</span><span class="iti__dial-code">+256</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ua" role="option" data-dial-code="380" data-country-code="ua" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ua"></div>
</div><span class="iti__country-name">Ukraine (Україна)</span><span class="iti__dial-code">+380</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ae" role="option" data-dial-code="971" data-country-code="ae" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ae"></div>
</div><span class="iti__country-name">United Arab Emirates (الإمارات العربية المتحدة)</span><span class="iti__dial-code">+971</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-gb" role="option" data-dial-code="44" data-country-code="gb" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__gb"></div>
</div><span class="iti__country-name">United Kingdom</span><span class="iti__dial-code">+44</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-us" role="option" data-dial-code="1" data-country-code="us" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__us"></div>
</div><span class="iti__country-name">United States</span><span class="iti__dial-code">+1</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-uy" role="option" data-dial-code="598" data-country-code="uy" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__uy"></div>
</div><span class="iti__country-name">Uruguay</span><span class="iti__dial-code">+598</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-uz" role="option" data-dial-code="998" data-country-code="uz" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__uz"></div>
</div><span class="iti__country-name">Uzbekistan (Oʻzbekiston)</span><span class="iti__dial-code">+998</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-vu" role="option" data-dial-code="678" data-country-code="vu" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__vu"></div>
</div><span class="iti__country-name">Vanuatu</span><span class="iti__dial-code">+678</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-va" role="option" data-dial-code="39" data-country-code="va" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__va"></div>
</div><span class="iti__country-name">Vatican City (Città del Vaticano)</span><span class="iti__dial-code">+39</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-ve" role="option" data-dial-code="58" data-country-code="ve" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__ve"></div>
</div><span class="iti__country-name">Venezuela</span><span class="iti__dial-code">+58</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-vn" role="option" data-dial-code="84" data-country-code="vn" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__vn"></div>
</div><span class="iti__country-name">Vietnam (Việt Nam)</span><span class="iti__dial-code">+84</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-wf" role="option" data-dial-code="681" data-country-code="wf" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__wf"></div>
</div><span class="iti__country-name">Wallis and Futuna (Wallis-et-Futuna)</span><span class="iti__dial-code">+681</span>
</li>
<li class="iti__country iti__standard" tabindex="-1" id="iti-0__item-eh" role="option" data-dial-code="212" data-country-code="eh" aria-selected="false">
<div class="iti__flag-box">
<div class="iti__flag iti__eh"></div>
</div><span class="iti__country-name">Western Sahara (الصحراء الغربية)</span><span class="iti__dial-code">+212</span>
</li>
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The #1 Computer Vision resource in the world READY TO DOWNLOAD THE SOURCE CODE TO 308+ PYIMAGESEARCH TUTORIALS? Here are step-by-step instructions to access my master code repo inside PyImageSearch University. USE OPENCV, TENSORFLOW, AND PYTORCH TO SOLVE PROBLEMS USING OUR CODE IN LESS THAN 30 MINUTES The world's #1 online computer vision course. You will learn image classification, object detection, and deep learning. Learn all the hot topics faster than any other course. Guaranteed. Our price is going up due to the large amount of content and upgrades we've added to University. * More computer vision experts to our support team * More writers and programmers with diverse specialties to develop courses * Live Learnings on YouTube * Over 50 blog posts * More than a dozen new courses * 25 new videos (almost 2 years worth) will be added soon to PyImageSearch University 3:52 Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or has to involve complex mathematics and equations? Or requires a degree in computer science? That’s not the case. All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms. And that’s exactly what I do. My mission is to change education and how complex Artificial Intelligence topics are taught. Welcome to PyImageSearch University, the most comprehensive computer vision, deep learning, and OpenCV course online today. Here you’ll learn how to successfully and confidently apply computer vision to your work, research, and projects. Join me in computer vision mastery. JOIN NOW! IS PYIMAGESEARCH UNIVERSITY WORTH IT? 2:41 Created by: Adrian Rosebrock, PhD • Last updated: 4/2023 • Languages: English 4.84 (128 Ratings) • 15,900 Students Enrolled WHAT YOU'LL BE ABLE TO DO... * Successfully complete your computer vision and deep learning projects * Land a job in the Artificial Intelligence field * Apply computer vision and deep learning to your job and workplace * Complete your final graduation project and obtain your undergraduate degree * Finish your MSc or PhD thesis * Perform novel research and publish paper in a reputable AI journal * Learn computer vision and deep learning, and then teach your high school or college students * Understand computer vision and deep learning, and launch a business in the AI space * Finish that AI project you are hacking on over nights and weekends REQUIREMENTS In order to be successful in PyImageSearch University, you need the following: * Understanding of Python basics * Internet connection * Windows, macOS, Linux, or Raspbian (all major operating systems supported) * Free Gmail/Google account to run pre-configured Jupyter Notebooks in Colab (optional) * A desire to learn LEARN HOW TO TRACK CUSTOM OBJECTS BALL TRACKING, OBJECT DETECTION AND MUCH MORE Learn to track objects, the foundations for hundreds of applications! OpenCV is a popular open-source computer vision library that can be used to track objects in images and videos. Inside this course you will learn how to track a ball in a video using OpenCV which is a foundational computer vision and deep learning task. What you will learn? * How to install OpenCV on your computer * How to use OpenCV to capture video from a webcam or a video file * How to use OpenCV to find the contours of a ball in a video frame * How to track the position and motion of a ball in a video * How to use OpenCV to draw a bounding box around a ball in a video 0:55 JOIN NOW! Why You Should Learn This? * Sports analytics * Video surveillance * Motion-controlled games * And more Get Started Today This course is a great resource for anyone who wants to learn how to track a ball in a video using OpenCV. It is beginner friendly but still has something to teach everyone no matter how experienced you are. Deploy your first project today! JOIN NOW! COURSE DESCRIPTION PyImageSearch University is a comprehensive set of self-paced courses for developers, students, and researchers who are ready to master computer vision, deep learning, and OpenCV. Inside this course you’ll learn how to successfully and confidently apply computer vision to your work, research, and projects. Unlike other online courses, which are created once and never updated, leaving you with stale, out-of-date information, I keep PyImageSearch University up-to-date by releasing a brand new class every month! Releasing a new class every month ensures you can keep up with the state-of-the-art in computer vision and deep learning, learn new algorithms and techniques, and: * Successfully complete your projects at work * Perform novel research (and publish papers) * Finish your final graduation project for school * Launch your next company in the Artificial Intelligence space To help you accomplish these goals, in each lesson I provide: * Detailed video tutorials for every lesson * High-quality, well documented source code with line-by-line explanations (ensuring you know exactly what the code is doing) * Jupyter Notebooks that are pre-configured to run in Google Colab with a single click * Support for all major operating systems (Windows, macOS, Linux, and Raspbian) PyImageSearch University is without a doubt the most complete, comprehensive computer vision education online inside. I’ll see you inside. Adrian Rosebrock CEO, PyImageSearch.com JOIN NOW! TRUSTED BY MEMBERS OF TOP ARTIFICIAL INTELLIGENCE COMPANIES, SCHOOLS, AND ORGANIZATIONS WHO THIS COURSE IS FOR: If any of these descriptions fit you, rest assured, PyImageSearch University is designed for you. * You are a computer vision practitioner that utilizes deep learning and OpenCV at your day job, and you’re eager to level-up your skills. * You’re a developer who wants to learn computer vision/deep learning, complete your challenging project at work, and stand out from your coworkers (and land that big promotion). * You are a college student who needs help with your homework, completing your final graduation project, or you simply want more than what your university offers. * You are a researcher or scientist looking to apply computer vision and deep learning techniques to your research (and publish a paper). * You have experience with machine learning and want to learn more about deep learning and neural networks. * You are an entrepreneur studying computer vision/deep learning so you can launch your next business in the Artificial Intelligence space. * You are a "computer vision hobbyist" who wants to successfully complete that project you are hacking on over nights and weekends. * You're a PyImageSearch reader that wants access to centralized repos containing high-quality, well documented source code, pre-trained models, image datasets, etc. for all 308+ tutorials on PyImageSearch.com. * You prefer running code examples with Jupyter Notebooks in Google Colab — my notebooks are pre-configured and ready to run in Google Colab with only a single click. * You want to skip the painful process of configuring your development environment — no more headaches and wasted time spent configuring your development environment, run all code examples in your web browser! * You learn best through video tutorials — PyImageSearch University includes video guides for every single lesson. JOIN NOW! 75+ CERTIFICATES OF COMPLETION We don’t offer just one Certificate of Completion like most online courses. Instead, we offer a certificate for each of the 75+ courses inside PyImageSearch University. And since a brand new course is released every month, that means each month you receive… * A brand new course * A new set of lessons * A new set of quizzes * A new final exam * And another opportunity to demonstrate your computer vision and deep learning knowledge to the world PyImageSearch graduates have gone on to: * Perform novel research and publish papers in prestigious journals * Create and successfully launch the official OpenCV AI Kit (OAK) * Win 1st place in highly competitive Kaggle competitions * Land coveted R&D jobs in industry * Go from developer to CTO of a CV/DL company with over $5.1M in funding in under 3 years PyImageSearch University is your chance to join them in computer vision and deep learning mastery. JOIN NOW! PYIMAGESEARCH UNIVERSITY SYLLABUS 75+ Courses • 308+ Classes • 86+ h 44m 57s Lectures OPENCV 101 — OPENCV BASICS 12 lessons, 2h 06m 18s Loading and Displaying Images with OpenCV (12:15) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Image Fundamentals (15:07) Drawing with OpenCV (16:38) Translation (8:20) Rotation (11:01) Resizing (13:13) Flipping (3:04) Cropping (10:16) Image Arithmetic (12:14) Bitwise Operations (7:54) Masking (5:52) Splitting and Merging Channels (10:24) Final exam Click here to join PyImageSearch University JOIN NOW! OPENCV 102 — BASIC IMAGE PROCESSING OPERATIONS 9 lessons, 2h 32m 07s Kernels (24:47) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Morphological Operations (19:53) Smoothing and Blurring (19:57) Color Spaces Basic Thresholding (14:19) Adaptive Thresholding (16:01) Image Gradients (19:53) Edge Detection (14:31) Automatic Edge Detection (10:46) Final exam Click here to join PyImageSearch University JOIN NOW! OPENCV 104 — HISTOGRAMS 5 lessons, 1h 29m 44s Image Histograms (22:55) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Histogram and Adaptive Histogram Equalization (16:10) Histogram Matching Gamma Correction (11:26) Automatic Color Correction (24:13) Final exam Click here to join PyImageSearch University JOIN NOW! FACE APPLICATIONS 101 — FACE DETECTION 4 lessons, 1h 06m 51s Face Detection with Haar Cascades (19:32) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Deep Learning Face Detection with OpenCV (15:42) Deep Learning Face Detection with Dlib (18:40) Choosing a Face Detection Method (12:57) Final exam Click here to join PyImageSearch University JOIN NOW! FACE APPLICATIONS 102 — FUNDAMENTALS OF FACIAL LANDMARKS 4 lessons, 0h 51m 56s Facial Landmarks with Dlib and and OpenCV (17:36) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Detecting Eyes, Nose, Lips, and Jaw with OpenCV (13:52) Real-time Facial Landmark Detection (10:41) 5-point Facial Landmark Detection (9:47) Final exam Click here to join PyImageSearch University JOIN NOW! FACE RECOGNITION 101 — FUNDAMENTALS OF FACIAL RECOGNITION 3 lessons, 0h 59m 38s What Is Face Recognition? (11:21) Lesson Lesson assessment Face Recognition with Local Binary Patterns (23:29) OpenCV Eigenfaces for Face Recognition (24:48) Final exam Click here to join PyImageSearch University JOIN NOW! AUGMENTED REALITY 101 — FIDUCIALS AND MARKERS 6 lessons, 2h 12m 22s AprilTag Detection (22:43) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Generating ArUco Markers with OpenCV (19:36) Detecting ArUco Markers with OpenCV (24:08) Automatically Determining ArUco Marker Type (18:26) Augmented Reality with ArUco Markers (24:18) Real-time Augmented Reality with OpenCV (23:11) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 101 — NNS AND PARAMETERIZED LEARNING 5 lessons, 0h 56m 35s What is Deep Learning? (13:34) Lesson Lesson assessment Image Classification Basics (6:31) The Deep Learning Classification Pipeline (5:11) Your First Image Classifier: Using k-NN to Classify Images Parameterized Learning and Neural Networks (11:19) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 102 — OPTIMIZATION METHODS AND REGULARIZATION 4 lessons, 1h 13m 10s Understanding and Implementing Gradient Descent (27:29) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Stochastic Gradient Descent (SGD) with Python (18:50) Gradient Descent Algorithms and Variations (16:08) Regularization Techniques (10:43) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 103 — NEURAL NETWORK FUNDAMENTALS 6 lessons, 2h 03m 30s Introduction to Neural Networks (11:02) Lesson Lesson assessment Implementing the Perceptron Neural Network with Python (21:21) Backpropagation from Scratch with Python (39:46) Implementing Feedforward Neural Networks with Keras and TensorFlow (27:40) The 4 Key Ingredients When Training Any Neural Network (14:25) Understanding Weight Initialization for Neural Networks (9:16) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 104 — CONVOLUTIONAL NEURAL NETWORKS (CNNS) 3 lessons, 0h 49m 28s Convolution and Cross-correlation in Neural Networks (15:33) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Convolutional Neural Networks (CNNs) and Layer Types (26:44) Are CNNs Invariant to Translation, Rotation, and Scaling? (7:11) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 105 — HANDS-ON EXPERIENCE WITH CNNS 7 lessons, 1h 42m 49s A Gentle Guide to Training your First CNN with Keras and TensorFlow (24:26) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Save Your Keras and TensorFlow Model to Disk (9:55) Load a Trained Keras/TensorFlow Model from Disk (9:16) LeNet: Recognizing Handwritten Digits MiniVGGNet: Going Deeper with CNNs (20:54) Visualizing Network Architectures Using Keras and TensorFlow (7:20) Pre-trained CNNs for Image Classification (14:58) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 120 — REGRESSION WITH CNNS 3 lessons, 1h 13m 07s Regression with Neural Networks (23:41) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Regression with CNNs (25:15) Combining Categorical, Numerical, and Image Data Into a Single Neural Network (24:11) Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 125 — DATA PIPELINES WITH TF.DATA 3 lessons, 1h 19m 52s A Gentle Introduction to tf.data with TensorFlow (28:49) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Data Pipelines with tf.data and TensorFlow (22:03) Data Augmentation with tf.data and TensorFlow Final exam Click here to join PyImageSearch University JOIN NOW! DEEP LEARNING 130 — HYPERPARAMETER TUNING 4 lessons, 1h 19m 24s Introduction to Hyperparameter Tuning (24:30) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Hyperparameter Tuning for Computer Vision Projects (16:34) Using scikit-learn to Tune Deep Learning Model Hyperparameters (18:28) Easy Hyperparameter Tuning with Keras Tuner (19:52) Final exam Click here to join PyImageSearch University JOIN NOW! PYTORCH 101 — FUNDAMENTALS OF PYTORCH 5 lessons, 1h 28m 45s What is PyTorch? (24:57) Lesson Lesson assessment Your First Neural Network with PyTorch (16:21) Training Your First CNN with PyTorch (25:45) Image Classification with Pre-Trained Networks and PyTorch (10:15) Object Detection with Pre-Trained Networks and PyTorch (11:27) Final exam Click here to join PyImageSearch University JOIN NOW! PYTORCH 102 — INTERMEDIATE PYTORCH FOR CV TECHNIQUES 3 lessons, 1h 17m 24s DataLoader for Image Data (23:07) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment PyTorch: Transfer Learning and Image Classification (47:49) Introduction to Distributed Training in PyTorch (6:28) Final exam Click here to join PyImageSearch University JOIN NOW! PYTORCH 103 — ADVANCED PYTORCH TECHNIQUES 2 lessons, 0h 12m 00s Training a DCGAN in PyTorch (5:54) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Training an object detector from scratch in PyTorch (6:06) Final exam Click here to join PyImageSearch University JOIN NOW! AUTOENCODERS 101 — INTRO TO AUTOENCODERS 4 lessons, 1h 36m 13s Autoencoders with Keras and TensorFlow (27:23) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Denoising Autoencoders with Keras and TensorFlow (14:16) Anomaly Detection with Autoencoders (29:04) Autoencoders for Content-based Image Retrieval (CBIR) (25:30) Final exam Click here to join PyImageSearch University JOIN NOW! SIAMESE NETWORKS 101 — INTRO TO SIAMESE NETWORKS 4 lessons, 1h 52m 23s Building Image Pairs for Siamese Networks (26:42) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Implementing Your First Siamese Network with Keras and TensorFlow (32:24) Comparing Images for Similarity with Siamese Networks (23:12) Improving Accuracy with Contrastlive Loss (30:05) Final exam Click here to join PyImageSearch University JOIN NOW! IMAGE ADVERSARIES 101 — INTRO TO IMAGE ADVERSARIES 5 lessons, 2h 26m 52s Adversarial Images and Attacks with Keras and TensorFlow (26:38) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Targeted Adversarial Attacks with Keras and TensorFlow (40:02) Adversarial Attacks with FGSM (Fast Gradient Signed Method) (21:03) Defending Against Adverserial Attacks (27:50) Mixing Normal Images and Adversarial Images when Training CNNs (31:19) Final exam Click here to join PyImageSearch University JOIN NOW! OBJECT DETECTION 101 — EASY OBJECT DETECTION 7 lessons, 1h 51m 16s Shape Detection with OpenCV (14:07) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Template Matching with OpenCV (14:52) Multi-template Matching (15:17) Multi-scale Template Matching (21:34) Haar Cascades with OpenCV (13:03) Deep Learning Object Detectors with OpenCV (17:21) Real-time Deep Learning Object Detection with OpenCV (15:02) Final exam Click here to join PyImageSearch University JOIN NOW! OBJECT DETECTION 201 — FUNDAMENTALS OF DEEP LEARNING OBJECT DETECTION 4 lessons, 2h 29m 02s Turning Any Deep Learning Image Classifier into an Object Detector (44:28) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Selective Search for Object Detection (19:51) Region Proposal Object Detection (25:34) Training Your Own R-CNN Object Detector (59:09) Final exam Click here to join PyImageSearch University JOIN NOW! OBJECT DETECTION 202 — BOUNDING BOX REGRESSION 2 lessons, 1h 01m 06s Bounding Box Regression (31:45) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Multi-class Bounding Box Regression (29:21) Final exam Click here to join PyImageSearch University JOIN NOW! OCR 101 — FUNDAMENTALS OF OPTICAL CHARACTER RECOGNITION 3 lessons, 0h 32m 07s What is Optical Character Recognition (OCR)? (17:20) Lesson Lesson assessment Installing Tesseract, PyTesseract, and Python OCR Packages On Your System (5:51) Your First OCR Project with Tesseract and Python (8:56) Final exam Click here to join PyImageSearch University JOIN NOW! OCR 110 — USING TESSERACT FOR TRANSLATION AND NON-ENGLISH LANGUAGES 5 lessons, 0h 42m 11s Detecting and OCR’ing Digits with Tesseract and Python (4:15) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Whitelisting and Blacklisting Characters with Tesseract and Python (7:46) Correcting Text Orientation with Tesseract and Python (7:27) Language Translation and OCR with Tesseract and Python (7:37) Using Tesseract with Non-English Languages (15:06) Final exam Click here to join PyImageSearch University JOIN NOW! OCR 210 — EASYOCR, ALIGNING DOCUMENTS, AND OCR'ING DOCUMENTS 3 lessons, 0h 56m 31s Making OCR "Easy" with EasyOCR (11:56) Lesson Code download Pre-configured Jupyter Notebook Lesson assessment Image/Document Alignment and Registration (19:22) OCR’ing a Document, Form, or Invoice (25:13) Final exam Click here to join PyImageSearch University JOIN NOW! VISUAL FUSION FOR AUTONOMOUS CARS 101 — INTRO TO LIDAR AND SENSOR FUSION 11 lessons, 1h 22m 16s Welcome to Visual Sensor Fusion (2:13) Lesson assessment What to Expect from This Course Understanding Cameras (11:47) Understanding LiDARs (8:23) Review of Sensors in Self-Driving Cars Sensor Fusion (8:51) Point Pixel Project (4:08) Projecting a LiDAR Point (3D) to an Image (2D) (4:30) Applying the Magic Formula (5:53) 3D-2D Visualizations (11:58) Coding the Magic Forumula (24:33) Final exam Click here to join PyImageSearch University JOIN NOW! COURSE REVIEWS My students have published novel research papers, changed their careers from developers to computer vision/deep learning practitioners, successfully applied CV/DL to their work projects, landed positions at R&D companies, and won grant/award funding for research. Take a look and see for yourself how PyImageSearch University can help you in your journey. 4.84 Based on 128 Reviews * 5 stars 87.50% * 4 stars 9.38% * 3 stars 3.13% * 2 stars 0% * 1 star 0% PyImageSearch University is really the best Computer Visions "Masters" Degree that I wish I had when starting out. Being able to access all of Adrian's tutorials in a single indexed page and being able to start playing around with the code without going through the nightmare of setting up everything is just amazing. 10/10 would recommend. SANYAM BHUTANI Machine Learning Engineer and 2x Kaggle Master Not going to kid you: PyImageSearch University is worth every cent. I get asked ALL the time at my talks how I got started. PyImageSearch was the foundation. PAUL ZIKOPOULOS IBM VP This is a fantastic, unique resource. Where else can you get such brilliant tuition in such a wide variety of computer vision topics for such a low monthly cost? Nowhere is the answer. Highly recommended. TONY HOLDROYD Freelance Machine Learning Developer At the age of 58, learning ML, Computer Vision and Python all in parallel with no prior programming background was a steep learning curve and without PyImageSearch this could not have been possible. PyImageSearch brought it all nicely together. SAM RANADE IT Professional When I first undertook my current ongoing robotics project my goals were very modest. Then I discovered PyImageSearch and found that I could go light-years beyond what I thought myself capable of back then. Through Adrian's detailed and easy-to-follow tutorials, I have achieved functionality goals I wouldn't have dared dream of before. My understanding and implementation of Python, along with a number of computer vision and machine learning concepts puts me on a par with some of the best programmers I've worked with. I couldn't have achieved this level of satisfaction without Adrian and his organization, and I am very grateful. DAVID XANATOS Researcher, Electronic Engineer, Programmer As a CS professor, I scaffold experiences so that my students build confidence, comfort, and enjoyment across all of the "pixel-processing's realm." Adrian's Jupyter/Colab materials are both invaluable -- and far more valuable than their price! ZACHARY DODDS Computer Science Professor at Harvey Mudd College The PyImageSearch tutorials have been the most to the point content I have seen. I have always been able to get straightforward solutions for most of my Computer Vision and Deep Learning problems that I face in my day-to-day work life. Courses like this is what helps people and industries around the world to make quick and efficient solutions to their problems in real time. SWASTIK MAHAPATRA Deep Learning Intern JOIN NOW! 500+ FULLY CODED PROJECT Get instant code access, courses, certificates of completion, and video code walkthroughs. Yearly: $264 USD once a year ($22 USD/month) Price increases in: JOIN NOW! This course includes: Full access to PyImageSearch University Brand new courses released every month, ensuring you can keep up with state-of-the-art techniques 86+ hours on-demand video 75+ courses on essential computer vision, deep learning, and OpenCV topics 75+ Certificates of Completion 500+ tutorials and downloadable resources Pre-configured Jupyter Notebooks in Google Colab for 304+ PyImageSearch tutorials Run all code examples in your web browser — works on Windows, macOS, and Linux (no dev environment configuration required!) Access to centralized code repos for all 308+ tutorials on PyImageSearch Easy one-click downloads for code, datasets, pre-trained models, etc. Access on mobile, laptop, desktop, etc. As a CS professor, I scaffold experiences so that my students build confidence, comfort, and enjoyment across all of the "pixel-processing's realm." Adrian's Jupyter/Colab materials are both invaluable -- and far more valuable than their price! ZACHARY DODDS CSProfessor JOIN NOW! PyImageSearch University is really the best Computer Visions "Masters" Degree that I wish I had when starting out. Being able to access all of Adrian's tutorials in a single indexed page and being able to start playing around with the code without going through the nightmare of setting up everything is just amazing. 10/10 would recommend. SANYAM BHUTANI ML Engineer JOIN NOW! When I first undertook my current ongoing robotics project my goals were very modest. Then I discovered PyImageSearch and found that I could go light-years beyond what I thought myself capable of back then. Through Adrian's detailed and easy-to-follow tutorials, I have achieved functionality goals I wouldn't have dared dream of before. My understanding and implementation of Python, along with a number of computer vision and machine learning concepts puts me on a par with some of the best programmers I've worked with. I couldn't have achieved this level of satisfaction without Adrian and his organization, and I am very grateful. DAVID XANATOS Researcher JOIN NOW! At the age of 58, learning ML, Computer Vision and Python all in parallel with no prior programming background was a steep learning curve and without PyImageSearch this could not have been possible. PyImageSearch brought it all nicely together. SAM RANADE IT Professional JOIN NOW! Not going to kid you: PyImageSearch University is worth every cent. I get asked ALL the time at my talks how I got started. PyImageSearch was the foundation. PAUL ZIKOPOULOS IBM VP JOIN NOW! This is a fantastic, unique resource. Where else can you get such brilliant tuition in such a wide variety of computer vision topics for such a low monthly cost? Nowhere is the answer. Highly recommended. TONY HOLDROYD ML Developer JOIN NOW! The PyImageSearch tutorials have been the most to the point content I have seen. I have always been able to get straightforward solutions for most of my Computer Vision and Deep Learning problems that I face in my day-to-day work life. Courses like this is what helps people and industries around the world to make quick and efficient solutions to their problems in real time. SWASTIK MAHAPATRA Deep Learning Intern JOIN NOW! FREQUENTLY ASKED QUESTIONS I ALREADY HAVE A PYIMAGESEARCH UNIVERSITY ACCOUNT. HOW DO I LOGIN? Thank you for being a member of PyImageSearch University! You can login here. DO I NEED ANY PROGRAMMING EXPERIENCE BEFORE JOINING PYIMAGESEARCH UNIVERSITY? We assume you have some prior programming experience (e.g. you know what a variable, function, loop, etc. are). You should have more skills than a novice, but certainly not an intermediate or advanced developer. As long as you understand basic programming logic flow you'll be successful inside PyImageSearch University. DO I NEED TO KNOW ANYTHING ABOUT COMPUTER VISION, DEEP LEARNING, OR OPENCV TO GET STARTED IN PYIMAGESEARCH UNIVERSITY? No. The courses inside PyImageSearch University will teach you computer vision, deep learning, and OpenCV. As long as you have basic programming experience you will be successful inside PyImageSearch University. WHAT HAPPENS AFTER I PURCHASE? After you purchase you will be able to login and immediately access any code downloads, Jupyter Notebooks, video tutorials, courses, certificates of completion, etc. WHAT COURSES SHOULD I BE TAKING IN UNIVERSITY? Our support team is happy to work with you to figure out which of our 50+ courses you should be taking and in the best order to address your personal learning goals. If you are a current customer, reply to your onboarding emails or email us directly at ask@pyimagesearch.com with Subj: Customize My Learning Path. A real human (and AI Engineer) will respond to help you. DO I NEED ANY SPECIAL SOFTWARE OR HARDWARE? No. All of our courses, coding exercises, etc. can be completed inside your browser using our pre-configured Jupyter Notebooks running in Google Colab. If you prefer to instead configure your local development environment, we provide install instructions as well. HOW WILL I BE CHARGED? For monthly and yearly memberships, you will be charged on a recurring monthly or yearly basis, depending on your subscription type, starting from the sign-up date. You can cancel at any time. There are no recurring payments for the lifetime membership — you will have access to PyImageSearch University at no additional cost. CAN I UPGRADE MY ACCOUNT FROM ONE MEMBERSHIP TO ANOTHER? Yes! Simply select the membership you would like to upgrade to and join. Your old membership will be automatically cancelled so you don’t have to worry about cancelling it or being double-billed. CAN I PAUSE/CANCEL MY ACCOUNT? Yes. Once you login, click your profile icon, followed by “Settings” and “Billing Info”. 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