{"id":112930,"date":"2018-09-07T15:18:41","date_gmt":"2018-09-07T22:18:41","guid":{"rendered":"http:\/\/erickimphotography.com\/blog\/?p=112930"},"modified":"2018-09-07T16:00:33","modified_gmt":"2018-09-07T23:00:33","slug":"how-can-ai-artificial-intelligence-help-you-analyze-your-photos","status":"publish","type":"post","link":"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/","title":{"rendered":"How Can AI (Artificial Intelligence) Help You Analyze Your Photos?"},"content":{"rendered":"<p>First of all, let us play with the <a href=\"https:\/\/cloud.google.com\/vision\/\">Google Vision API<\/a> and test it out:<\/p>\n<p><!--more--><\/p>\n<h2>VIDEO<\/h2>\n<p><iframe loading=\"lazy\" title=\"Machine Learning: Google Cloud Vision API for Photographers\" width=\"500\" height=\"375\" src=\"https:\/\/www.youtube.com\/embed\/JIxWezmhRdA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=JIxWezmhRdA\">See making of video (screen capture) on YouTube &gt;<\/a><\/p>\n<hr \/>\n<h2>Brave new world of photography<\/h2>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112933\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-25\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?fit=2536%2C1166&amp;ssl=1\" data-orig-size=\"2536,1166\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 25\" data-image-description=\"&lt;p&gt;google vision ai ERIC KIM &lt;\/p&gt;\n\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?fit=1000%2C460&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?fit=2000%2C920&amp;ssl=1\" class=\"alignnone size-medium wp-image-112933\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25-1000x460.png?resize=1000%2C460\" alt=\"\" width=\"1000\" height=\"460\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?resize=1000%2C460&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?resize=768%2C353&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?resize=2000%2C920&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-25.png?resize=830%2C382&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>If you upload your photos to the <a href=\"https:\/\/cloud.google.com\/vision\/\">Google Cloud API<\/a>; you instantly get all this feedback on your photos.<\/p>\n<hr \/>\n<p>Let me walk you through this.<\/p>\n<p>First of all, let us start with this picture.<\/p>\n<figure id=\"attachment_66853\" aria-describedby=\"caption-attachment-66853\" style=\"width: 800px\" class=\"wp-caption alignnone\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"66853\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2017\/10\/05\/nyc-diary\/5e0026ec-7a89-4818-911c-9483783e1918\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-scaled.jpeg?fit=5376%2C4032&amp;ssl=1\" data-orig-size=\"5376,4032\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;4&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;PENTAX 645Z&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;1507122957&quot;,&quot;copyright&quot;:&quot;Copyright 2017. All rights reserved.&quot;,&quot;focal_length&quot;:&quot;55&quot;,&quot;iso&quot;:&quot;1600&quot;,&quot;shutter_speed&quot;:&quot;0.00125&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Woman laughing. NYC, 2017. Pentax 645Z\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Woman laughing, NYC 2017&lt;\/p&gt;\n\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-scaled.jpeg?fit=800%2C600&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-scaled.jpeg?fit=2000%2C1500&amp;ssl=1\" class=\"size-medium wp-image-66853\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-800x600.jpeg?resize=800%2C600\" alt=\"Woman laughing. NYC, 2017. Pentax 645Z\" width=\"800\" height=\"600\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-scaled.jpeg?resize=800%2C600&amp;ssl=1 800w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-scaled.jpeg?resize=768%2C576&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918-scaled.jpeg?resize=2000%2C1500&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2017\/10\/5E0026EC-7A89-4818-911C-9483783E1918.jpeg?w=3000&amp;ssl=1 3000w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-66853\" class=\"wp-caption-text\">Woman laughing, NYC 2017<\/figcaption><\/figure>\n<p>What Google&#8217;s visual-algorithm will do is automatically this:<\/p>\n<h2>1. Put little dots around the face of your subject. Little green dots on &#8216;significant&#8217; facial detector features.<\/h2>\n<p>For example:<\/p>\n<ul>\n<li>Eyebrows<\/li>\n<li>Eyeballs<\/li>\n<li>Edges of eyes<\/li>\n<li>Nose \/ Nostril holes<\/li>\n<li>Teeth<\/li>\n<li>Ears<\/li>\n<\/ul>\n<p>To better understand how this works, check out &#8216;<a href=\"http:\/\/landmarker.io\">Landmarker.io<\/a>&#8216;<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112942\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/eye-mapping-1\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?fit=1138%2C851&amp;ssl=1\" data-orig-size=\"1138,851\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"eye mapping 1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?fit=1000%2C748&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?fit=1138%2C851&amp;ssl=1\" class=\"alignnone size-medium wp-image-112942\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1-1000x748.jpg?resize=1000%2C748\" alt=\"\" width=\"1000\" height=\"748\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?resize=1000%2C748&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?resize=768%2C574&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?resize=830%2C621&amp;ssl=1 830w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/eye-mapping-1.jpg?w=1138&amp;ssl=1 1138w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<h2>2. Google&#8217;s Visual API will put &#8216;labels&#8217; on your photo.<\/h2>\n<p>For example in this picture it includes:<\/p>\n<ul>\n<li>Face<\/li>\n<li>Facial expression<\/li>\n<li>Eyebrow<\/li>\n<li>Smile<\/li>\n<li>Emotion<\/li>\n<li>Laughter<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112943\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-26\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?fit=2490%2C1138&amp;ssl=1\" data-orig-size=\"2490,1138\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 26\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?fit=1000%2C457&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?fit=2000%2C914&amp;ssl=1\" class=\"alignnone size-medium wp-image-112943\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26-1000x457.png?resize=1000%2C457\" alt=\"\" width=\"1000\" height=\"457\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?resize=1000%2C457&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?resize=768%2C351&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?resize=2000%2C914&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-26.png?resize=830%2C379&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<h2>3. &#8216;Web&#8217;<\/h2>\n<p>Then Google will search the Web for related terms:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112944\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-27\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?fit=2474%2C1128&amp;ssl=1\" data-orig-size=\"2474,1128\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 27\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?fit=1000%2C456&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?fit=2000%2C912&amp;ssl=1\" class=\"alignnone size-medium wp-image-112944\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27-1000x456.png?resize=1000%2C456\" alt=\"\" width=\"1000\" height=\"456\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?resize=1000%2C456&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?resize=768%2C350&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?resize=2000%2C912&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-27.png?resize=830%2C378&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>It discovered things like:<\/p>\n<ul>\n<li>It was shot on a Pentax 645Z (digital medium format camera)<\/li>\n<li>It is &#8216;street photography&#8217;<\/li>\n<\/ul>\n<h2>4. Text recognition<\/h2>\n<p>Now this was super surprising to me &#8230; Google was able to pick up this random text in the background that said &#8216;your door.&#8217;<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112945\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-28\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?fit=2492%2C1112&amp;ssl=1\" data-orig-size=\"2492,1112\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 28\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?fit=1000%2C446&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?fit=2000%2C892&amp;ssl=1\" class=\"alignnone size-medium wp-image-112945\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28-1000x446.png?resize=1000%2C446\" alt=\"\" width=\"1000\" height=\"446\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?resize=1000%2C446&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?resize=768%2C343&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?resize=2000%2C892&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-28.png?resize=830%2C370&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>I didn&#8217;t even notice it when I shot the picture. And this is why this is interesting:<\/p>\n<ul>\n<li>The text &#8216;your door&#8217; is actually cut-off. Yet, Google&#8217;s machine learning vision was able to accurately transcribe it.<\/li>\n<\/ul>\n<p>Practical idea: Perhaps Google&#8217;s AI can help us find distracting text in the background of our photos. Lesson: <strong>Don&#8217;t have distracting text in the background.<\/strong><\/p>\n<h2>5. JSON Analysis<\/h2>\n<p>Then Google is able to use this language called &#8216;JSON&#8217; to make a text file of all the annotation data:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112946\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-29\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 29\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112946\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-29.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>To me this is interesting because it is a new way to see pictures (from the perspective of a machine).<\/p>\n<hr \/>\n<h2>Practical ideas<\/h2>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112949\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-47-22-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=2464%2C1344&amp;ssl=1\" data-orig-size=\"2464,1344\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.47.22 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=1000%2C545&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=2000%2C1091&amp;ssl=1\" class=\"alignnone size-medium wp-image-112949\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM-1000x545.png?resize=1000%2C545\" alt=\"\" width=\"1000\" height=\"545\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=1000%2C545&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=768%2C419&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=2000%2C1091&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=830%2C453&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Some practical ideas:<\/p>\n<h3>1. Google AI and machine learning can help us better categorize emotions (like laughter\/joy):<\/h3>\n<p>Google&#8217;s API works hard to categorize human emotions, based on facial recognition.<\/p>\n<p>Some examples on laughter\/joy photos I uploaded to <a href=\"https:\/\/cloud.google.com\/vision\/\">Google&#8217;s Cloud Vision<\/a>:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112947\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-19\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?fit=2874%2C1740&amp;ssl=1\" data-orig-size=\"2874,1740\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 19\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?fit=1000%2C605&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?fit=2000%2C1211&amp;ssl=1\" class=\"alignnone size-medium wp-image-112947\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19-1000x605.png?resize=1000%2C605\" alt=\"\" width=\"1000\" height=\"605\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?resize=1000%2C605&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?resize=768%2C465&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?resize=2000%2C1211&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-19.png?resize=830%2C503&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112948\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-23\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?fit=2526%2C1324&amp;ssl=1\" data-orig-size=\"2526,1324\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 23\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?fit=1000%2C524&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?fit=2000%2C1048&amp;ssl=1\" class=\"alignnone size-medium wp-image-112948\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23-1000x524.png?resize=1000%2C524\" alt=\"\" width=\"1000\" height=\"524\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?resize=1000%2C524&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?resize=768%2C403&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?resize=2000%2C1048&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-23.png?resize=830%2C435&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112949\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-47-22-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=2464%2C1344&amp;ssl=1\" data-orig-size=\"2464,1344\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.47.22 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=1000%2C545&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=2000%2C1091&amp;ssl=1\" class=\"alignnone size-medium wp-image-112949\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM-1000x545.png?resize=1000%2C545\" alt=\"\" width=\"1000\" height=\"545\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=1000%2C545&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=768%2C419&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=2000%2C1091&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?resize=830%2C453&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112950\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-48-28-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?fit=2498%2C1068&amp;ssl=1\" data-orig-size=\"2498,1068\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.48.28 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?fit=1000%2C428&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?fit=2000%2C855&amp;ssl=1\" class=\"alignnone size-medium wp-image-112950\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM-1000x428.png?resize=1000%2C428\" alt=\"\" width=\"1000\" height=\"428\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?resize=1000%2C428&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?resize=768%2C328&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?resize=2000%2C855&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.48.28-PM.png?resize=830%2C355&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112951\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-49-29-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?fit=2448%2C1100&amp;ssl=1\" data-orig-size=\"2448,1100\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.49.29 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?fit=1000%2C449&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?fit=2000%2C899&amp;ssl=1\" class=\"alignnone size-medium wp-image-112951\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM-1000x449.png?resize=1000%2C449\" alt=\"\" width=\"1000\" height=\"449\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?resize=1000%2C449&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?resize=768%2C345&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?resize=2000%2C899&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.29-PM.png?resize=830%2C373&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112952\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-49-39-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?fit=2438%2C1120&amp;ssl=1\" data-orig-size=\"2438,1120\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.49.39 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?fit=1000%2C459&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?fit=2000%2C919&amp;ssl=1\" class=\"alignnone size-medium wp-image-112952\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM-1000x459.png?resize=1000%2C459\" alt=\"\" width=\"1000\" height=\"459\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?resize=1000%2C459&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?resize=768%2C353&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?resize=2000%2C919&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.49.39-PM.png?resize=830%2C381&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112953\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-50-21-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?fit=2500%2C1008&amp;ssl=1\" data-orig-size=\"2500,1008\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.50.21 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?fit=1000%2C403&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?fit=2000%2C806&amp;ssl=1\" class=\"alignnone size-medium wp-image-112953\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM-1000x403.png?resize=1000%2C403\" alt=\"\" width=\"1000\" height=\"403\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?resize=1000%2C403&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?resize=768%2C310&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?resize=2000%2C806&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.50.21-PM.png?resize=830%2C335&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Or you can even show &#8220;sorrow&#8221; in your pictures:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112973\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-55-59-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?fit=2880%2C1798&amp;ssl=1\" data-orig-size=\"2880,1798\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.55.59 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?fit=1000%2C624&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?fit=2000%2C1249&amp;ssl=1\" class=\"alignnone size-medium wp-image-112973\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM-1000x624.png?resize=1000%2C624\" alt=\"\" width=\"1000\" height=\"624\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?resize=1000%2C624&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?resize=768%2C479&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?resize=2000%2C1249&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.55.59-PM.png?resize=830%2C518&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Some interesting ideas:<\/p>\n<ul>\n<li>Can AI\/machine learning help us better identify emotions in other humans? What are the limits of this&#8211; because obviously there are some emotions which are much more subtle in human-beings.<\/li>\n<li>There are some emotions which do not fit into these small categories. For example, human emotions are more complex than we think.<\/li>\n<\/ul>\n<p>For example look at this &#8217;emotion recognition&#8217; chart. I bet you 100 years from now, we will create thousands of new sub-categories of human emotions:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112954\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-2-57-37-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 2.57.37 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112954\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.37-PM.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>There are lots of muscles in the human face &#8212; but some philosophical issues:<\/p>\n<ul>\n<li>Not everyone expresses emotions the same way via muscles in their face.<\/li>\n<li>Some of us might feel disgusted, angry, or frustrated&#8211; yet have more muscle control to *NOT* show these expressions in our face.<\/li>\n<li>Sometimes we &#8220;mis-read&#8221; facial expressions\/emotions.<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112955\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-2-57-44-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 2.57.44 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112955\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.44-PM.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>For example as a human being, I can tell these facial expressions are &#8220;fake&#8221;:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112956\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-2-57-49-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 2.57.49 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112956\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-2.57.49-PM.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>But these are some &#8220;real&#8221; facial expressions I experienced when I saw the <a href=\"http:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/\">Alphago documentary<\/a>:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112826\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/alphago-netflix-documentary-6\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"alphago netflix documentary 6\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112826\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-6.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112828\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/alphago-netflix-documentary-18\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"alphago netflix documentary 18\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112828\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-18.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112836\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/alphago-netflix-documentary-12\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"alphago netflix documentary 12\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112836\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-12.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112837\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/alphago-netflix-documentary-10\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"alphago netflix documentary 10\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112837\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-10.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112846\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/alphago-netflix-documentary-8\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"alphago netflix documentary 8\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112846\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/alphago-netflix-documentary-8.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Lesson: There will always be a limit to how much machines, AI, and machine-learning will be able to categorize human emotions.<\/p>\n<h3>2. Palette Generation<\/h3>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112959\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-58-13-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?fit=2502%2C1116&amp;ssl=1\" data-orig-size=\"2502,1116\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.58.13 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?fit=1000%2C446&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?fit=2000%2C892&amp;ssl=1\" class=\"alignnone size-medium wp-image-112959\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM-1000x446.png?resize=1000%2C446\" alt=\"\" width=\"1000\" height=\"446\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?resize=1000%2C446&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?resize=768%2C343&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?resize=2000%2C892&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.58.13-PM.png?resize=830%2C370&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><a href=\"https:\/\/cloud.google.com\/vision\/\">Google&#8217;s Cloud vision<\/a> is very good at generating color palettes from photos:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112960\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-57-41-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?fit=2504%2C1022&amp;ssl=1\" data-orig-size=\"2504,1022\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.57.41 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?fit=1000%2C408&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?fit=2000%2C816&amp;ssl=1\" class=\"alignnone size-medium wp-image-112960\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM-1000x408.png?resize=1000%2C408\" alt=\"\" width=\"1000\" height=\"408\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?resize=1000%2C408&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?resize=768%2C313&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?resize=2000%2C816&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.41-PM.png?resize=830%2C339&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112961\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-46-52-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?fit=2644%2C1090&amp;ssl=1\" data-orig-size=\"2644,1090\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.46.52 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?fit=1000%2C412&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?fit=2000%2C825&amp;ssl=1\" class=\"alignnone size-medium wp-image-112961\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM-1000x412.png?resize=1000%2C412\" alt=\"\" width=\"1000\" height=\"412\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?resize=1000%2C412&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?resize=768%2C317&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?resize=2000%2C825&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.46.52-PM.png?resize=830%2C342&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112962\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-1-13-16-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?fit=2452%2C1324&amp;ssl=1\" data-orig-size=\"2452,1324\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 1.13.16 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?fit=1000%2C540&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?fit=2000%2C1080&amp;ssl=1\" class=\"alignnone size-medium wp-image-112962\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM-1000x540.png?resize=1000%2C540\" alt=\"\" width=\"1000\" height=\"540\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?resize=1000%2C540&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?resize=768%2C415&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?resize=2000%2C1080&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.13.16-PM.png?resize=830%2C448&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112963\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-1-11-24-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?fit=2552%2C1154&amp;ssl=1\" data-orig-size=\"2552,1154\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 1.11.24 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?fit=1000%2C452&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?fit=2000%2C904&amp;ssl=1\" class=\"alignnone size-medium wp-image-112963\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM-1000x452.png?resize=1000%2C452\" alt=\"\" width=\"1000\" height=\"452\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?resize=1000%2C452&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?resize=768%2C347&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?resize=2000%2C904&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.11.24-PM.png?resize=830%2C375&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112964\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-1-03-38-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?fit=2522%2C1082&amp;ssl=1\" data-orig-size=\"2522,1082\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 1.03.38 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?fit=1000%2C429&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?fit=2000%2C858&amp;ssl=1\" class=\"alignnone size-medium wp-image-112964\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM-1000x429.png?resize=1000%2C429\" alt=\"\" width=\"1000\" height=\"429\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?resize=1000%2C429&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?resize=768%2C329&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?resize=2000%2C858&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-1.03.38-PM.png?resize=830%2C356&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112965\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-22\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?fit=2460%2C1322&amp;ssl=1\" data-orig-size=\"2460,1322\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 22\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?fit=1000%2C537&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?fit=2000%2C1075&amp;ssl=1\" class=\"alignnone size-medium wp-image-112965\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22-1000x537.png?resize=1000%2C537\" alt=\"\" width=\"1000\" height=\"537\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?resize=1000%2C537&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?resize=768%2C413&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?resize=2000%2C1075&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-22.png?resize=830%2C446&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112966\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-6\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?fit=2474%2C1088&amp;ssl=1\" data-orig-size=\"2474,1088\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 6\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?fit=1000%2C440&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?fit=2000%2C880&amp;ssl=1\" class=\"alignnone size-medium wp-image-112966\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6-1000x440.png?resize=1000%2C440\" alt=\"\" width=\"1000\" height=\"440\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?resize=1000%2C440&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?resize=768%2C338&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?resize=2000%2C880&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-6.png?resize=830%2C365&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Now this is good for these reasons:<\/p>\n<ul>\n<li>We can better understand the color-psychology of our pictures. For example, certain colors evoke certain emotions (red-warm photos evoke passion, cold-blue colors evoke peace and calmness). [<a href=\"http:\/\/erickimphotography.com\/blog\/2017\/11\/07\/opponent-process-color-theory-for-photographers\/\">Color Theory<\/a>]<\/li>\n<li>Perhaps in the future, we can have an AI camera app, that (in real-time) shows you the dominant colors in your photos *while* you&#8217;re shooting!<\/li>\n<li>We can use machine learning to better understand the colors and palettes of famous artists in the past. For example, see the &#8216;<a href=\"https:\/\/codelabs.developers.google.com\/codelabs\/android-style-transfer\/#0\">artistic style transfer<\/a>&#8216; tutorial to see how you can easily transfer the aesthetic style of famous artists to any picture.<\/li>\n<\/ul>\n<h3>3. Ethical questions<\/h3>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112969\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-57-49-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?fit=2460%2C1110&amp;ssl=1\" data-orig-size=\"2460,1110\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.57.49 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?fit=1000%2C451&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?fit=2000%2C902&amp;ssl=1\" class=\"alignnone size-medium wp-image-112969\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM-1000x451.png?resize=1000%2C451\" alt=\"\" width=\"1000\" height=\"451\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?resize=1000%2C451&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?resize=768%2C347&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?resize=2000%2C902&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.57.49-PM.png?resize=830%2C375&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Google has a category of certain images which they call &#8216;racy&#8217;. The word means &#8216;<a href=\"https:\/\/en.wiktionary.org\/wiki\/risqu\u00c3\u00a9\">risqu\u00c3\u00a9<\/a>&#8216; &#8212; or:<\/p>\n<blockquote><p>The potential risk that the photograph might upset\/offend someone (generally sexual).<\/p><\/blockquote>\n<p>But if we look at the picture above, it is &#8216;likely&#8217; to be &#8216;RACY&#8217;. But&#8230; why? Perhaps because the woman&#8217;s leggings are tight-fitting?<\/p>\n<p>Or a picture of a woman in pink tights. Google&#8217;s cloud vision knows that it is &#8216;thigh&#8217;, &#8216;tights&#8217;, &#8216;girl&#8217;, &#8216;human leg&#8217;:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112971\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-53-18-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?fit=2492%2C1324&amp;ssl=1\" data-orig-size=\"2492,1324\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.53.18 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?fit=1000%2C531&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?fit=2000%2C1063&amp;ssl=1\" class=\"alignnone size-medium wp-image-112971\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM-1000x531.png?resize=1000%2C531\" alt=\"\" width=\"1000\" height=\"531\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?resize=1000%2C531&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?resize=768%2C408&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?resize=2000%2C1063&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.18-PM.png?resize=830%2C441&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>And it has a &#8216;likely&#8217; rating for racy. This is pretty obvious, because seeing a clear separation\/edges of a woman&#8217;s posterior is seen as &#8220;sexual&#8221;:<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112972\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/screen-shot-2018-09-07-at-12-53-29-pm\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?fit=2636%2C1388&amp;ssl=1\" data-orig-size=\"2636,1388\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screen Shot 2018-09-07 at 12.53.29 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?fit=1000%2C527&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?fit=2000%2C1053&amp;ssl=1\" class=\"alignnone size-medium wp-image-112972\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM-1000x527.png?resize=1000%2C527\" alt=\"\" width=\"1000\" height=\"527\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?resize=1000%2C527&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?resize=768%2C404&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?resize=2000%2C1053&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.53.29-PM.png?resize=830%2C437&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>How does the machine Vision API &#8220;know&#8221; it might be a racy-sexual photo? Well below is the JSON data from Google &#8212; for &#8216;visually similar images&#8217;:<\/p>\n<blockquote><p>&#8220;visuallySimilarImages&#8221;: [<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/us.123rf.com\/450wm\/oneinchpunch\/oneinchpunch1510\/oneinchpunch151000071\/47211343-woman-getting-out-the-car-close-up-on-the-car-door-and-the-girl-leg.jpg?ver=6&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/d2v9y0dukr6mq2.cloudfront.net\/video\/thumbnail\/3k7kQua\/videoblocks-woman-with-nervous-habits-sitting-on-couch-and-tapping-with-her-legs_bexqhlqbz_thumbnail-small01.jpg&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/c8.alamy.com\/comp\/DEPK8E\/business-woman-working-on-laptop-resting-on-chained-bicycle-DEPK8E.jpg&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;http:\/\/contipartner.com\/wp-content\/uploads\/2015\/11\/women-tyre-change-001.jpg&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/cdn.shopify.com\/s\/files\/1\/1944\/5225\/products\/qutaa-2017-new-women-suede-sexy-fashion-over-the-knee-boots-sexy-thin-high-heel-boots-platform-woman-shoes-black-blue-size-34-43-womens-shoes-enso-store-black-4_2aaa1455-ce52-4f55-9f30-a30824e3b58e_grande.jpg?v=1499466684&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;http:\/\/www.guinnessworldrecords.com\/Images\/Ekaterina-longest-legs_tcm25-494650.jpg&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/cdn.shopify.com\/s\/files\/1\/2955\/8090\/products\/women-shoes-2018-new-white-canvas-shoes-female-spring-and-summer-white-casual-shoes-woman-students-womens-vulcanize-shoes-best-product-best-show-purple-45-13_640x640.jpg?v=1527899627&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/image1.masterfile.com\/getImage\/NjQ5LTA5MDYxNTYzZW4uMDAwMDAwMDA=APyi8s\/649-09061563en_Masterfile.jpg&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/video.newsserve.net\/700\/v\/20180625\/1529909434-Woman-with-blue-fan-pointed-between-legs.jpg&#8221;<br \/>\n},<br \/>\n{<br \/>\n&#8220;url&#8221;: &#8220;https:\/\/fortunedotcom.files.wordpress.com\/2014\/07\/lb0351-002.jpg&#8221;<br \/>\n}<\/p><\/blockquote>\n<p>These are some of the images that Google identified:<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/us.123rf.com\/450wm\/oneinchpunch\/oneinchpunch1510\/oneinchpunch151000071\/47211343-woman-getting-out-the-car-close-up-on-the-car-door-and-the-girl-leg.jpg?ssl=1\" \/><\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/d2v9y0dukr6mq2.cloudfront.net\/video\/thumbnail\/3k7kQua\/videoblocks-woman-with-nervous-habits-sitting-on-couch-and-tapping-with-her-legs_bexqhlqbz_thumbnail-small01.jpg?ssl=1\" \/><\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/contipartner.com\/wp-content\/uploads\/2015\/11\/women-tyre-change-001.jpg\" \/><\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cdn.shopify.com\/s\/files\/1\/1944\/5225\/products\/qutaa-2017-new-women-suede-sexy-fashion-over-the-knee-boots-sexy-thin-high-heel-boots-platform-woman-shoes-black-blue-size-34-43-womens-shoes-enso-store-black-4_2aaa1455-ce52-4f55-9f30-a30824e3b58e_grande.jpg?ssl=1\" \/><\/p>\n<p>Anyways the difficult questions:<\/p>\n<ul>\n<li>Google obviously needs to attempt to &#8216;police&#8217; the web with their &#8216;SafeSearch&#8217; algorithm. However, at what point is something &#8216;risqu\u00c3\u00a9&#8217;, sexual, &#8216;inappropriate&#8217;, or &#8220;pornography?&#8221; How much nudity\/skin showing is &#8220;too much&#8221;?<\/li>\n<li>Obvious chance of Google (or any big technology company) to censor certain images&#8211; like on Facebook, Instagram, etc.<\/li>\n<\/ul>\n<h2>Conclusion<\/h2>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112977\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/google-cloud-vision-api-eric-kim-machine-learning-13\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?fit=2880%2C1800&amp;ssl=1\" data-orig-size=\"2880,1800\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Google cloud vision api eric kim &amp;#8211; machine learning 13\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?fit=1000%2C625&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?fit=2000%2C1250&amp;ssl=1\" class=\"alignnone size-medium wp-image-112977\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13-1000x625.png?resize=1000%2C625\" alt=\"\" width=\"1000\" height=\"625\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?resize=1000%2C625&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?resize=768%2C480&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?resize=2000%2C1250&amp;ssl=1 2000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Google-cloud-vision-api-eric-kim-machine-learning-13.png?resize=830%2C519&amp;ssl=1 830w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>We&#8217;re still in a brave new world of photography. To learn more about all this on your own, here are some links I recommend you to check out:<\/p>\n<ol>\n<li><a href=\"https:\/\/cloud.google.com\/vision\/\">Google Cloud Vision<\/a><\/li>\n<li><a href=\"http:\/\/landmarker.io\">Landmarker.io<\/a> (to put yellow dots on your photos of faces)<\/li>\n<li><a href=\"https:\/\/leonardoaraujosantos.gitbooks.io\/artificial-inteligence\/content\/object_localization_and_detection.html\">Object Localization and Detection<\/a>: AI free open class<\/li>\n<li><a href=\"https:\/\/akanazawa.github.io\/hmr\/\">Human Mesh Recovery<\/a>: Learning Human Poses and Shapes<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/playlist?list=PLNh5A7HtLRcpsMfvyG0DED-Dr4zW5Lpcg\">Convolutional Pose YouTube Videos Playlist &gt;<\/a><\/li>\n<li>Oxford: <a href=\"http:\/\/www.robots.ox.ac.uk\/~vgg\/software\/via\/via_demo.html\">Free image annotation tool<\/a> \/\/ also see their <a href=\"http:\/\/www.robots.ox.ac.uk\/~vgg\/software\/via\/via_wikimedia_demo.html\">free Wikimedia demo<\/a><\/li>\n<li><a href=\"https:\/\/www.shutterstock.com\/showcase\/compositionsearch\/?DYVIx_0Iy_0Itext_parentUVIx_545Iy_1000Itext_childXE\">Shutter Stock: Image composition Tool<\/a><\/li>\n<li>UC Berkeley: <a href=\"https:\/\/carolineec.github.io\/everybody_dance_now\/\">Everybody Dance Now Research<\/a> \/ [<a href=\"https:\/\/www.youtube.com\/watch?v=PCBTZh41Ris&amp;feature=youtu.be\">YouTube<\/a>] [<a href=\"https:\/\/arxiv.org\/pdf\/1808.07371.pdf\">PDF<\/a>]<\/li>\n<li><a href=\"https:\/\/www.mousemotorlab.org\/deeplabcut\/\">DeepLabCut<\/a> (tracking joints) \/ [<a href=\"https:\/\/github.com\/AlexEMG\/DeepLabCut\">Github<\/a>]<\/li>\n<li>NVIDIA: <a href=\"https:\/\/news.developer.nvidia.com\/ai-can-now-fix-your-grainy-photos-by-only-looking-at-grainy-photos\/?ncid=--45511\">AI De-Noiser<\/a> \/ [<a href=\"https:\/\/www.youtube.com\/watch?v=pp7HdI0-MIo&amp;feature=youtu.be\">YouTube<\/a>]<\/li>\n<\/ol>\n<hr \/>\n<h2><a href=\"http:\/\/erickimphotography.com\/blog\/machine-learning\/\">Machine learning x Photography<\/a><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"112596\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/machine-learning\/dance_foot\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?fit=600%2C338&amp;ssl=1\" data-orig-size=\"600,338\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"dance_foot\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?fit=600%2C338&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?fit=600%2C338&amp;ssl=1\" class=\"alignnone size-full wp-image-112596\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?zoom=2&amp;resize=600%2C338\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?zoom=2&amp;resize=600%2C338\" alt=\"\" width=\"600\" height=\"338\" data-attachment-id=\"112596\" data-permalink=\"http:\/\/erickimphotography.com\/blog\/machine-learning\/dance_foot\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?fit=600%2C338\" data-orig-size=\"600,338\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"dance_foot\" data-image-description=\"\" data-medium-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?fit=600%2C338\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/dance_foot.gif?fit=600%2C338\" \/><\/p>\n<p>Brave new world of photography:<\/p>\n<ul>\n<li><a href=\"http:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/\">What Can AI (and AlphaGo) Teach us About Being Human?<\/a><\/li>\n<li><a href=\"http:\/\/erickimphotography.com\/blog\/2018\/09\/03\/bounding-boxes-for-photographers\/\">Composition and Machine Learning: Bounding Boxes for Photographers<\/a><\/li>\n<li><a href=\"http:\/\/erickimphotography.com\/blog\/2018\/08\/29\/how-photographers-can-see-like-machines\/\">How Photographers Can See Like Machines<\/a><\/li>\n<li><a href=\"http:\/\/erickimphotography.com\/blog\/2018\/08\/12\/why-ai-artificial-intelligence-is-good-for-photographers\/\">Why AI (Artificial Intelligence) is Good for Photographers!<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>First of all, let us play with the Google Vision API and test it out:<\/p>\n","protected":false},"author":1,"featured_media":112949,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[17],"tags":[],"class_list":["post-112930","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-posts"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/Screen-Shot-2018-09-07-at-12.47.22-PM.png?fit=2464%2C1344&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts\/112930","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/comments?post=112930"}],"version-history":[{"count":12,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts\/112930\/revisions"}],"predecessor-version":[{"id":112979,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts\/112930\/revisions\/112979"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/media\/112949"}],"wp:attachment":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/media?parent=112930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/categories?post=112930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/tags?post=112930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}