Answers.Body: <p>The ImageIdentify project uses the highly automated "<a href="https://www.wolfram.com/algorithmbase/" rel="nofollow">superfunctions</a>" and as part of Wolfram Language API integration. It relies on a complex collection of meta-algorithms and built-in '<a href="http://www.wolfram.com/knowledgebase/" rel="nofollow">knowledge</a>'. It has a built-in classifier trained from a large dataset using <a href="http://www.wolfram.com/data-framework/" rel="nofollow">Wolfram Data Framework</a> (WDF). However the main classifier is based on the deep neural networks.</p>
  
  <p>Source: <a href="https://www.imageidentify.com/about/how-it-works" rel="nofollow">How the Wolfram Language Image Identification Project Works</a></p>
  
  <p>The algorithm isn't perfect and misidentification are more likely to be caused by 'irrelevant objects repeatedly being in training images for a particular type of object'.</p>
  
  <p>You can read more at <a href="http://blog.stephenwolfram.com/2015/05/wolfram-language-artificial-intelligence-the-image-identification-project/" rel="nofollow">Wolfram Language Artificial Intelligence: The Image Identification Project</a>.</p>
  
Answers.ContentLicense: CC BY-SA 3.0
Answers.CreationDate: 2016-08-18T17:15:44.240Z
Answers.LastActivityDate: 2016-08-19T17:01:03.857Z
Answers.LastEditDate: 2016-08-19T17:01:03.857Z
Answers.UserDisplayName: kenorb
Body: <p>Wolfram Language Image Identification Project launched an <a href="https://www.imageidentify.com/" rel="nofollow">Image Identify site</a> demo which returns the top predicted tags for the photos.</p>
  
  <p>How does it work, briefly? I mean what type of learning vision technologies are used to analyze, recognize and understand the content of an image?</p>
  
Comments.ContentLicense: CC BY-SA 3.0
Comments.CreationDate: 2016-08-19T16:51:52.747Z
Comments.Text: It doesn't work properly for all  [Image](https://www.imageidentify.com/public/prd/result/0/n/i/v/5/t/8/t/9/k/x/7/r/preview.jpeg?v=1.13&t=1471625377). I inserted a picture of a nuclear explosion then this showed up
Comments.UserDisplayName: Vishnu JK
Comments.ContentLicense: CC BY-SA 3.0
Comments.CreationDate: 2016-08-19T17:00:26.793Z
Comments.Text: And also this [image](https://www.imageidentify.com/public/prd/result/1/q/9/q/2/v/2/3/x/d/f/2/1/preview.jpeg?v=1.13&t=1471625738) , its actually a world map
Comments.UserDisplayName: Vishnu JK
Tags: <image-recognition><deep-learning><classification>
Title: How does Wolfram's Image Identification Project work?
UserDisplayName: kenorb
ThreadText: # How does Wolfram's Image Identification Project work?
  
  (Asked by: username_0 on 2016-08-18)
  
  Wolfram Language Image Identification Project launched an [Image Identify site](https://www.imageidentify.com/) demo which returns the top predicted tags for the photos.
  
  How does it work, briefly? I mean what type of learning vision technologies are used to analyze, recognize and understand the content of an image?
  
  **Tags:** image-recognition, deep-learning, classification
  
  > **Comments:**
  > **username_1**: It doesn't work properly for all  [Image](https://www.imageidentify.com/public/prd/result/0/n/i/v/5/t/8/t/9/k/x/7/r/preview.jpeg?v=1.13&t=1471625377). I inserted a picture of a nuclear explosion then this showed up  
  > **username_1**: And also this [image](https://www.imageidentify.com/public/prd/result/1/q/9/q/2/v/2/3/x/d/f/2/1/preview.jpeg?v=1.13&t=1471625738) , its actually a world map  
  
  ---
  
  ## 1 answers
  
  ### Answer by username_0 on 2016-08-18. Score: 2 | Accepted answer
  
  The ImageIdentify project uses the highly automated "[superfunctions](https://www.wolfram.com/algorithmbase/)" and as part of Wolfram Language API integration. It relies on a complex collection of meta-algorithms and built-in '[knowledge](http://www.wolfram.com/knowledgebase/)'. It has a built-in classifier trained from a large dataset using [Wolfram Data Framework](http://www.wolfram.com/data-framework/) (WDF). However the main classifier is based on the deep neural networks.
  
  Source: [How the Wolfram Language Image Identification Project Works](https://www.imageidentify.com/about/how-it-works)
  
  The algorithm isn't perfect and misidentification are more likely to be caused by 'irrelevant objects repeatedly being in training images for a particular type of object'.
  
  You can read more at [Wolfram Language Artificial Intelligence: The Image Identification Project](http://blog.stephenwolfram.com/2015/05/wolfram-language-artificial-intelligence-the-image-identification-project/).
  
  
  ---
  
  