asl_detection

an attempt to detect american sign language

Prerequisites

This repo was developed on Pop!_OS 20.10.

• Pop!_OS 20.10
• Nvidia GPU
• Anaconda

Installing

Create environment

git clone https://github.com/NicholasGoh/asl_detection.git
cd deep_learning
conda env create -f environment.yml

Activate environment and install jupyter kernel

conda activate asl
python -m ipykernel install --user --name asl  --display-name "asl"

Notebooks will then be accessible

jupyter notebook

License

This project is licensed under the MIT License

Acknowledgments

Datasets

• Hand Detection
  • Hands Dataset
• Hand Classification
  • ASL Alphabets on Kaggle
• Evalutation
  • ASL Alphabets on YouTube

Repository

• darknet

Code

• Sources to borrowed code in respective notebooks