https://github.com/datvodinh/asl-recognition

A Deep Learning Project about Sign Language Regconigtion
https://github.com/datvodinh/asl-recognition

cnn deep-learning resnet sign-language vision-transformer

Last synced: about 17 hours ago
JSON representation

A Deep Learning Project about Sign Language Regconigtion

• Host: GitHub
• URL: https://github.com/datvodinh/asl-recognition
• Owner: datvodinh
• License: mit
• Created: 2023-10-12T14:24:44.000Z (about 1 year ago)
• Default Branch: master
• Last Pushed: 2024-01-03T07:40:38.000Z (11 months ago)
• Last Synced: 2024-01-03T08:39:35.765Z (11 months ago)
• Topics: cnn, deep-learning, resnet, sign-language, vision-transformer
• Language: Python
• Homepage:
• Size: 119 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Sign Language Detection

![Alt text](img/image.png)

## Result

![Alt text](img/result.png)

## Clone

```bash

git clone https://github.com/datvodinh/sign-language-detection.git

cd sign-language-detection # IF NOT ALREADY IN

```

## Setup, Build Package and download Checkpoint, Dataset and Demo

```bash

source ./scripts/setup.sh

```

## Train

```bash

python -m dl_project.train --model resnet --batch_size 64

```

### Train all

```bash

python -m dl_project.train --model all --batch_size 64

```

### Train Demo

```bash

python -m dl_project.train --model resnet --batch_size 64 --max_epochs 10 --folder generate --name demo

```

### Run Demo

```bash

python app.py

```

## Help

```bash

python -m dl_project.train -h

```