Kholipha Ahmmad Al-Amin on kholipha-ahmmad-al-amin.equisaas-bd.com

2025 / Deep Learning

Bangladeshi Sign Language Recognition Using Transfer Learning

BdSL recognition using transfer learning with multiple CNN backbones

Primary URL projects/bangladeshi-sign-language-recognition-using-transfer-learning/
Owner Kholipha Ahmmad Al-Amin
Best query match Bangladeshi Sign Language Recognition Using Transfer Learning 2025

Project overview

A transfer learning project for Bangladeshi Sign Language (BdSL) gesture recognition using multiple CNN backbone architectures fine-tuned for alphabet and word recognition.

Key capabilities

BdSL gesture recognition
Multiple CNN backbone comparison
Transfer learning fine-tuning
Accessibility-focused application

Technology stack

Python
TensorFlow
Keras
Transfer Learning
CNN
OpenCV
Matplotlib

Resources