Indian Sign Language Classification using Transfer Learning

ISL classification with Custom CNN and Resnet50

The app is hosted with Streamlit! - Try Now!

Dataset	Notebook	Streamlit App
Link	Link	Link

Inference:

Input Sign	Inference
4
A

Installing Requirements

pip install -r requirements.txt

Get trained models

Model Name	Size	Link
Custom CNN	799 KB	Download
Transfer Learning - ResNet50V2 - Model 1	205 MB	Download
Transfer Learning - ResNet50V2 - Model 2	206 MB	Download

Accuracy and Losses:

Model Name	Accuracy	Loss Curves	Accuracy Curves
Custom CNN	98.38%
Transfer Learning - ResNet50V2 - Model 1	99.93%
Transfer Learning - ResNet50V2 - Model 2	98.95%