Difference between revisions of "Image Recognition"

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* Carnival Cruises, Delta, and 70 Countries Use a Facial Recognition Company You’ve Never Heard Of: https://onezero.medium.com/nec-is-the-most-important-facial-recognition-company-youve-never-heard-of-12381d530510
 
* Carnival Cruises, Delta, and 70 Countries Use a Facial Recognition Company You’ve Never Heard Of: https://onezero.medium.com/nec-is-the-most-important-facial-recognition-company-youve-never-heard-of-12381d530510
 
* Easy way to detect Faces in an image in Java (using cloud-based service "[https://www.cloudmersive.com/ Cloudmersive]"): https://dzone.com/articles/how-to-detect-faces-in-an-image-in-java
 
* Easy way to detect Faces in an image in Java (using cloud-based service "[https://www.cloudmersive.com/ Cloudmersive]"): https://dzone.com/articles/how-to-detect-faces-in-an-image-in-java
 +
* Apple Will Reportedly Scan Your iPhone (only "iCloud synced" photos for now) for "Child Abuse" Imagery: https://www.howtogeek.com/746383/apple-will-reportedly-scan-your-iphone-for-child-abuse-imagery/
  
  

Revision as of 17:00, 6 August 2021

Image Recognition is a technique, process and/or (set of) computer algorithm(s) that may have one of two main types. The first type of Image Recognition algorithm is the act of programmatically determining the degree of similarity between two (or more) images, and determining the

The other is understanding or calculating within a given degree of precision, the existence of or position of a set of objects.


Facial Recognition

A subset of Image Recognition, Facial Recognition aims to train a system to recognize individual people based on their physical traits (appearance and related artifacts, i.e. nose bridge, nostrils, smile, teeth, hair color, hair style, ears, facial symmetry, eyes, eye color, eye spacing, eyebrows, common accessories worn, etc).

[2] [3] [4]

[5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17]

Tools


OpenCV

Open-source Computer Vision (OpenCV) is the leading open source library of programming functions mainly aimed at real time computer vision. Example applications of the OpenCV library are Human-Computer Interaction (HCI); Object Identification, Segmentation and Recognition; Face Recognition; Gesture Recognition; Motion Tracking, Ego Motion, Motion Understanding; Structure From Motion (SFM); Stereo and Multi-Camera Calibration and Depth Computation; Mobile Robotics.

[29] [30]

Resources


Tutorials


External Links


References

  1. Face Substitution DEMO (formerly at): http://auduno.github.io/clmtrackr/examples/facesubstitution.html
  2. Realtime Face Recognition in the Browser: https://medium.com/@gjovanov/realtime-face-recognition-de1ee3076878
  3. Researchers figure out how to trick facial recognition systems: http://www.zdnet.com/article/researchers-figure-out-how-to-trick-facial-recognition-systems
  4. Baidu and KFC’s new smart restaurant suggests what to order based on your face: http://techcrunch.com/2016/12/23/baidu-and-kfcs-new-smart-restaurant-suggests-what-to-order-based-on-your-face/
  5. Face Recognition with Azure, ASP.NET & Docker — Part I: https://medium.com/@bjov97/face-recognition-with-azure-asp-net-docker-part-i-1803bad91228
  6. Watching Ads Verified By Facial Recognition Earns Moviegoers Free Ticket: https://www.mediapost.com/publications/article/334864/watching-ads-verified-by-facial-recognition-earns.html
  7. FaceApp: https://www.faceapp.com/
  8. Using FaceApp to age your photos may be fun, but you could be giving up your privacy: https://www.usatoday.com/story/tech/news/2019/07/17/faceapp-privacy-concerns-raised-aged-photos-go-viral/1753898001/
  9. FaceApp responds to privacy concerns: https://techcrunch.com/2019/07/17/faceapp-responds-to-privacy-concerns/
  10. FaceApp is back and so are privacy concerns: https://www.theverge.com/2019/7/17/20697771/faceapp-privacy-concerns-ios-android-old-age-filter-russia
  11. Zao: https://apps.apple.com/cn/app/id1465199127 (deep-fakes app)
  12. Chinese Deepfake App ZAO Goes Viral, Privacy Of Millions 'At Risk: https://www.forbes.com/sites/zakdoffman/2019/09/02/chinese-best-ever-deepfake-app-zao-sparks-huge-faceapp-like-privacy-storm/#297ebb848470
  13. Vimeo Hit With Biometric Privacy Lawsuit: https://www.mediapost.com/publications/article/341321/vimeo-hit-with-biometric-privacy-lawsuit.html
  14. Home-Made Java Face Recognition Application using deeplearning4j: https://dzone.com/articles/java-home-made-face-recognition-application
  15. I Got My File From Clearview AI, and It Freaked Me Out: https://onezero.medium.com/i-got-my-file-from-clearview-ai-and-it-freaked-me-out-33ca28b5d6d4
  16. IBM didn’t inform people when it used their Flickr photos for facial recognition training: https://www.theverge.com/2019/3/12/18262646/ibm-didnt-inform-people-when-it-used-their-flickr-photos-for-facial-recognition-training
  17. Reverse engineering generative models from a single deepfake image (to detect real/authentic .vs. fake/doctored): https://ai.facebook.com/blog/reverse-engineering-generative-model-from-a-single-deepfake-image/
  18. Face.com opens its face recognition tech to devs: http://news.cnet.com/8301-27076_3-20003936-248.html
  19. That was quick. Facebook shuts down Face.com APIs, kills Klik app, enrages developers: http://thenextweb.com/facebook/2012/07/07/that-was-quick-facebook-shuts-down-face-com-apis-kills-klik-app-enrages-developers/
  20. FaceAPI Download: http://www.seeingmachines.com/product/faceapi/downloads/
  21. FaceAPI with Flight Simulator 10 (FSX): http://vimeo.com/2880313
  22. HL2 + Johnny Lee head tracking effect + faceAPI = OMG: http://www.neogaf.com/forum/showthread.php?t=365917
  23. Unity 3D + faceAPI = LOVE: http://www.andysaia.com/radicalpropositions/?p=197
  24. Faceapi -- 3d Head Tracking With Any Webcam: http://technabob.com/blog/2008/03/19/faceapi-3d-head-tracking-with-any-webcam/
  25. FlashSURF – moving further: http://blog.inspirit.ru/?p=386
  26. PHP face detect extension: http://www.xarg.org/project/php-facedetect/
  27. Running OpenCV 2.2 using PHP on Amazon Cloud Free Tier: http://abhishek376.wordpress.com/2011/11/09/opencv-on-amazon-cloud-free-tier/
  28. A Doorbell With Facial Recognition: https://dzone.com/articles/doorbell-with-facial-recognition
  29. Computer Vision Using OpenCV intro using Python (basic overview of how the algorithms work, with nice visual examples): https://dzone.com/articles/opencv-python-tutorial-computer-vision-using-openc
  30. Introduction to (detailed Object Detection & Facial Recognition) Computer Vision with OpenCV and Python: https://dzone.com/articles/introduction-to-computer-vision-with-opencv-and-py
  31. wikipedia: MNIST database
  32. Looks Like It - Checking for image similarity using Hash values in PHP: http://www.hackerfactor.com/blog/index.php?/archives/432-Looks-Like-It.html
  33. Face Recognition in Java @ JavaOne 2012: http://netbeans.dzone.com/articles/nb-machine-learning-neuroph
  34. HTML5 Webcam Photobooth Web App: https://vamapaull.com/html5-webcam-photobooth-web-app/
  35. Photobooth with PHP, jQuery & CSS3 (Flash fallback): http://tutorialzine.com/2011/04/jquery-webcam-photobooth/
  36. Stippling #2: https://bl.ocks.org/veltman/017a2093623e1bf3ae041dd3380578cb
  37. Weighted Voronoi Stippling: https://www.cs.ubc.ca/labs/imager/tr/2002/secord2002b/secord.2002b.pdf
  38. Weighted Lloyd's Method for Voronoi Tesselation: https://elrnv.com/blog/weighted-lloyds-method-for-voronoi-tesselation/

See Also

OCR | Semantic Web | Machine Learning | AI | AR | Video | Image | Search Engine