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Real-time Sign Language translation using hand tracking algorithm.

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Hand tracking

Forked from : https://github.com/metalwhale/hand_tracking

1. File Description

  • palm_detection_without_custom_op.tflite - For the Palm Detection without the custom operations
  • hand_landmark.tflite - For the Landmark detection
  • anchors.csv and hand_tracker.py for running those code.

2. Setup

$ git clone https://github.com/aswinkumar1999/hand_tracking.git
$ pip3 install opencv-python tensorflow
$ python3 run.py

3. Other Useful Resources

mediapipe-models

mediapipe

hand_tracking

4. Output

Result

5. Sign-Language Translation

Code : run1.py

How it was built : hand_tracking.ipynb

Properly Documented code will be uploaded shortly.

How to run :

$ git clone https://github.com/aswinkumar1999/hand_tracking.git
$ pip3 install opencv-python tensorflow
$ python3 run1.py

Result

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Real-time Sign Language translation using hand tracking algorithm.

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  • Jupyter Notebook 99.6%
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