scripts/README.md

Scripts

Data preparation and model training scripts.

Files

• prepare_data.py - Download and preprocess the Quick Draw! dataset
• train_model.py - Train the CNN model
• check_classes_mapping.py - Verify the number of output classes in a trained model

Usage

# 1. Download and preprocess data (~2GB download, configurable sample count)
python scripts/prepare_data.py

# 2. Train the model
python scripts/train_model.py

Configuration

Paths and training parameters are defined in config.py at the project root.

Output

• prepare_data.py writes processed splits to dataset/processed/ and class mappings to model/classes.json
• train_model.py saves the best model to model/best_model.keras and training plots to outputs/