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.