{"id":9958,"date":"2023-12-11T09:39:02","date_gmt":"2023-12-11T16:39:02","guid":{"rendered":"https:\/\/mattfife.com\/?p=9958"},"modified":"2023-11-13T09:48:49","modified_gmt":"2023-11-13T16:48:49","slug":"chihuahua-or-muffin","status":"publish","type":"post","link":"https:\/\/mattfife.com\/?p=9958","title":{"rendered":"Chihuahua or muffin"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"280\" data-attachment-id=\"9959\" data-permalink=\"https:\/\/mattfife.com\/?attachment_id=9959\" data-orig-file=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?fit=800%2C350&amp;ssl=1\" data-orig-size=\"800,350\" data-comments-opened=\"1\" 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=\"image-19\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?fit=640%2C280&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?resize=640%2C280&#038;ssl=1\" alt=\"\" class=\"wp-image-9959\" srcset=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?w=800&amp;ssl=1 800w, https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?resize=300%2C131&amp;ssl=1 300w, https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?resize=768%2C336&amp;ssl=1 768w, https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2023\/11\/image-19.png?resize=604%2C264&amp;ssl=1 604w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.freecodecamp.org\/\" data-type=\"link\" data-id=\"https:\/\/www.freecodecamp.org\/\">Free code camp<\/a> <a href=\"https:\/\/www.freecodecamp.org\/news\/chihuahua-or-muffin-my-search-for-the-best-computer-vision-api-cbda4d6b425d\/\" data-type=\"link\" data-id=\"https:\/\/www.freecodecamp.org\/news\/chihuahua-or-muffin-my-search-for-the-best-computer-vision-api-cbda4d6b425d\/\">compares various AI-based image recognizers<\/a> to see how well they can identify if a picture is a chihuahua or a muffin. It&#8217;s surprisingly harder than you think and has a history of being used to determine the quality of the recognizer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The author compares solutions from Amazon, Microsoft, IBM, Google, Cloudsight, and Clarifai. They also discuss the per-image cost as well as the quality of tags and other considerations. Definitely worth looking at if you&#8217;re trying to find an image classifier system.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.topbots.com\/chihuahua-muffin-searching-best-computer-vision-api\/\" data-type=\"link\" data-id=\"https:\/\/www.topbots.com\/chihuahua-muffin-searching-best-computer-vision-api\/\">Final results are on Topbots<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Links:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.topbots.com\/chihuahua-muffin-searching-best-computer-vision-api\/\">https:\/\/www.topbots.com\/chihuahua-muffin-searching-best-computer-vision-api\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.freecodecamp.org\/news\/chihuahua-or-muffin-my-search-for-the-best-computer-vision-api-cbda4d6b425d\/\">https:\/\/www.freecodecamp.org\/news\/chihuahua-or-muffin-my-search-for-the-best-computer-vision-api-cbda4d6b425d\/<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Free code camp compares various AI-based image recognizers to see how well they can identify if a picture is a chihuahua or a muffin. It&#8217;s surprisingly harder than you think and has a history of being used to determine the quality of the recognizer. The author compares solutions from Amazon, Microsoft, IBM, Google, Cloudsight, and Clarifai. They also discuss the per-image cost as well as the quality of tags and other considerations. Definitely worth looking at if you&#8217;re trying to&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/mattfife.com\/?p=9958\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[28,9,5],"tags":[],"class_list":["post-9958","post","type-post","status-publish","format-standard","hentry","category-ai","category-cool","category-technical"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p4WECr-2AC","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/9958","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9958"}],"version-history":[{"count":1,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/9958\/revisions"}],"predecessor-version":[{"id":9960,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/9958\/revisions\/9960"}],"wp:attachment":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}