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Base code from https://github.com/harshbg/Sign-Language-Interpreter-using-Deep-Learning/, modified in order to be able to detect multiple hands and trained off of a small dataset of 3 gestures. Modified final.py to create a prototype of a quiz functionality that triggers for full sign language motions instead of just static gestures.

Actual build already inside the folder, along with all training datasets used:

0 - Again

1 - Again (follow through)

2 - Yes

3 - Yes (follow through)

4 - No

5 - No (follow through)

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A sign language interpreter using live video feed from the camera.

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  • Python 100.0%