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A simple CNN project to recognize hang signs language
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Dataset
.gitignore
README.md
capture_digits.py
recognize.py
requirements.txt
train_model.ipynb
train_model.py

README.md

Sign Language Recognizer

A simple deep learning project which uses CNNs to recognize the digits from the hand gesture.

Demo Video: https://youtu.be/exHGP5kIlDA

Project Details

How to use

  • Install the dependencies using:
pip3 install -r requirements.txt
  • (Optional) Prepare you custom dataset. Run the script and press the number key for which you want to save the image.
python3 capture_digits.py
  • Train the model using:
python3 train_model.py
  • Run the digits recognizer using:
python3 recognize.py
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