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Script to detect and recognize some ASL (American Sign Language) sign with Microsoft Kinect using a RNN (Recurrent Neural Network)

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KinectRNNRecognition

Script to detect and recognize some ASL (American Sign Language) sign with Microsoft Kinect using a RNN (Recurrent Neural Network).

The program can detect 8 signs from ASL:

  1. Thank you
  2. Maybe
  3. Never
  4. Wonderful
  5. Baby
  6. World
  7. Rainbow
  8. Little

The movements was recorded with a Microsoft Kinectv2 12 times each from 10 different people.

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Script to detect and recognize some ASL (American Sign Language) sign with Microsoft Kinect using a RNN (Recurrent Neural Network)

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  • Python 100.0%