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Implementation of Bangla Sign Language (BdSL) in Continuous Real Time

This project was used in the undergraduate thesis on the implementation of Bangla Sign Language (BdSL) in continuous real-time.

Project Files Description

  • Preprocessing_ModelTraining: Colab file containing all the code starting from preprocessing to model training and evaluation.

  • Interface.py: Contains the code that was used for inference.
  • Pleasework.h5: Model trained on 530 words.
  • LabelList.txt: Label list containing 530 words.
  • Pleaseworknew.h5: Model trained on 45 words for testing purposes.
  • label2.txt: Label list containing 45 words.
  • Li Sirajee Sanjar Unicode: Font for Bangla text on cv2 window.

  • grammerbn.cp311-win_amd64: Encrypted file for sentence formation.
  • actionsnew: Dummy numpy file.