https://github.com/notshrirang/indian-sign-language-classification-using-transfer-learning

Indian Sign Language A-Z alphabets classification with Custom CNN and Resnet50
https://github.com/notshrirang/indian-sign-language-classification-using-transfer-learning

cnn indian-sign-language-recognition resnet-50 tensorflow transfer-learning

Last synced: about 1 month ago
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Indian Sign Language A-Z alphabets classification with Custom CNN and Resnet50

• Host: GitHub
• URL: https://github.com/notshrirang/indian-sign-language-classification-using-transfer-learning
• Owner: NotShrirang
• Created: 2023-03-04T15:12:15.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-05-22T03:50:31.000Z (over 2 years ago)
• Last Synced: 2025-04-05T15:29:55.222Z (6 months ago)
• Topics: cnn, indian-sign-language-recognition, resnet-50, tensorflow, transfer-learning
• Language: Jupyter Notebook
• Homepage: https://notshrirang-indian-sign-language-classification-using-resnet50.streamlit.app/
• Size: 1.49 MB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 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%