Where to download dataset

https://www.kaggle.com/datasets/grassknoted/asl-alphabet

Set up Virtual Environment

Ensure to set up your virtual environment and install requirements

How to train models

Step 1 - Preprocess Data

python training/preprocess.py

Step 2 - Train Models

python training/train_mlp.py

python training/train_lstm.py --augment-only

Step 3 - Export to TensorFlow.js

python training/export_models.py

Step 4 - Copy to frontend

cp -r models/tfjs/* frontend/public/models/

Running Frontend

pnpm install

pnpm run dev