Open Internet by MindsNet

Improving Sign Language Recognition Models for Limited Data

Developing accurate sign language recognition models for Indian Sign Language (ISL) with limited training data (200 target signs, 15-25 videos per sign) is a significant challenge. The problem lies in choosing between fine-tuning a pre-trained model and training from scratch, as well as selecting the most suitable model architecture.

Computing & Technology, Computer Science, Machine Learning