{"id":11132,"date":"2008-03-30T17:51:48","date_gmt":"2008-03-30T14:51:48","guid":{"rendered":"https:\/\/mamchenkov.net\/wordpress\/?p=11132"},"modified":"2008-03-30T17:51:48","modified_gmt":"2008-03-30T14:51:48","slug":"humans-in-image-recognition","status":"publish","type":"post","link":"https:\/\/mamchenkov.net\/wordpress\/2008\/03\/30\/humans-in-image-recognition\/","title":{"rendered":"Humans in image recognition"},"content":{"rendered":"<!-- google_ad_section_start -->\n<p>It looks like humans aren&#8217;t all that useless when it comes to technology.\u00a0 There are still a few areas that we do better than machines.\u00a0 Image recognition is one of them.\u00a0 <a href=\"http:\/\/techcrunch.com\/2008\/03\/29\/image-recognition-problem-finally-solved-lets-pay-people-to-tag-photos\/\">TechCrunch runs the story<\/a> about one company that seems to be using humans in image recognition process.\u00a0 Comments to that story also mention Google doing the same.<\/p>\n<p>To me it feels like a problem with timing.\u00a0 There is a need to tag and search a whole lot of images.\u00a0 But there is no good automated solution available.\u00a0 So we are falling back on humans.\u00a0 It&#8217;s easy to come up with a few other areas, in which there is a need today for solutions which won&#8217;t even be here tomorrow.\u00a0 Technology needs help, I guess.<\/p>\n<!-- google_ad_section_end -->\n","protected":false},"excerpt":{"rendered":"<!-- google_ad_section_start -->\n<p>It looks like humans aren&#8217;t all that useless when it comes to technology.\u00a0 There are still a few areas that we do better than machines.\u00a0 Image recognition is one of them.\u00a0 TechCrunch runs the story about one company that seems to be using humans in image recognition process.\u00a0 Comments to that story also mention Google &hellip; <a href=\"https:\/\/mamchenkov.net\/wordpress\/2008\/03\/30\/humans-in-image-recognition\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Humans in image recognition<\/span><\/a><\/p>\n<!-- google_ad_section_end -->\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_links_to":"","_links_to_target":""},"categories":[1,62],"tags":[1462,1460,79,335,1100],"keyring_services":[],"class_list":["post-11132","post","type-post","status-publish","format-standard","hentry","category-general","category-technology","tag-artificial-intelligence","tag-image-recognition","tag-people","tag-search","tag-tagging"],"aioseo_notices":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":29016,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/11\/24\/amazon-rekognition-enhanced-capabilities\/","url_meta":{"origin":11132,"position":0},"title":"Amazon Rekognition enhanced capabilities","author":"Leonid Mamchenkov","date":"November 24, 2018","format":false,"excerpt":"Amazon Machine Learning Blog announces some very significant improvements to the Amazon Rekognition\u00a0- their service for image and video analysis.\u00a0 These particular changes are improving the face recognition technology. \u201cFace detection\u201d tries to answer the question: Is there a face in this picture? In real-world images, various aspects can have\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/11\/rekognition-nov-4-500x170.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":12891,"url":"https:\/\/mamchenkov.net\/wordpress\/2010\/07\/29\/robots-disallow\/","url_meta":{"origin":11132,"position":1},"title":"Robots disallow","author":"Leonid Mamchenkov","date":"July 29, 2010","format":false,"excerpt":"Andrey forwarded me a link to last.fm robots.txt file, which, as many other robots.txt files, forbids search engine bots to access certain areas of the site. \u00a0This one however does a little bit of more. \u00a0For machines, it serves as the reminder of Three Rules of Robotics by Isaac Asimov.\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2010\/07\/last_fm_robots.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":18427,"url":"https:\/\/mamchenkov.net\/wordpress\/2013\/06\/30\/burberry-kisses-good-or-evil\/","url_meta":{"origin":11132,"position":2},"title":"Burberry Kisses, good or evil?","author":"Leonid Mamchenkov","date":"June 30, 2013","format":false,"excerpt":"Here is something I have mixed feelings about: Thanks to modern technology you can connect with your loved ones by sending a quick note, a photo of your cat, even a smile :) around the world in seconds. But one of humanity\u2019s most iconic forms of communication\u2014the kiss\u2014has been left\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":42711,"url":"https:\/\/mamchenkov.net\/wordpress\/2019\/06\/12\/top-20-apis-you-should-know-in-ai-and-machine-learning\/","url_meta":{"origin":11132,"position":3},"title":"Top 20 APIs You Should Know In AI and Machine Learning","author":"Leonid Mamchenkov","date":"June 12, 2019","format":false,"excerpt":"If you are playing around with the artificial intelligence and machine learning, have a look at this list of \"Top 20 APIs You Should Know In AI and Machine Learning\". These are nicely organized by subject as well: Machine Learning and Prediction APIs BigMLPredictionIOAnacondaBlue Yonder PlatformMLJARNuPICRecombeeindico APIs for Face Detection\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":26194,"url":"https:\/\/mamchenkov.net\/wordpress\/2016\/06\/16\/how-voice-search-will-forever-change-seo\/","url_meta":{"origin":11132,"position":4},"title":"How Voice Search Will Forever Change SEO","author":"Leonid Mamchenkov","date":"June 16, 2016","format":false,"excerpt":"Search Engine Optimization is not one of my favorite subjects to talk about. But I think this article is worth the time. \u00a0It explains some of the challenges with voice search in very simple terms, and shows how voice search is growing and affecting the web. Voice search is the\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":21699,"url":"https:\/\/mamchenkov.net\/wordpress\/2014\/04\/25\/voice-elements-web-components-for-web-speech-api\/","url_meta":{"origin":11132,"position":5},"title":"Voice Elements &#8211; web components for Web Speech API","author":"Leonid Mamchenkov","date":"April 25, 2014","format":"link","excerpt":"Voice Elements - web components for Web Speech API A couple of Web Components that can do amazing stuff like voice recognition (speech to text) and speech synthesis (text to speech) using the Web Speech API","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/11132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/comments?post=11132"}],"version-history":[{"count":0,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/11132\/revisions"}],"wp:attachment":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/media?parent=11132"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/categories?post=11132"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/tags?post=11132"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/keyring_services?post=11132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}