ASD Detection

What It Solves

Autism Spectrum Disorder screening using machine learning. Uses AQ-50 questionnaire (50 questions across 5 behavioral domains) with Transformer architecture for accurate screening. Includes demographic data processing, cross-platform hardware detection (GPU/CPU auto-selection), and clinical-grade Streamlit interface.

Comparison: Base Paper vs This Project

Tech Stack

Code Structure

asd-detection/
├── app.py                     # Streamlit web application
├── train.py                   # Model training script
├── test_pipeline.py          # Testing pipeline
├── generate_report.py        # Report generation
├── ablation_study.py         # Ablation analysis
├── setup.py                  # Package setup
├── requirements.txt          # Python dependencies
├── config/
│   └── settings.py          # Configuration
│
├── src/
│   ├── data/
│   │   ├── aq50_questions.py # AQ-50 questionnaire (50 questions)
│   │   └── load_data.py     # Data loading utilities
│   ├── preprocessing/
│   │   └── preprocessor.py  # Data cleaning & encoding
│   ├── models/
│   │   ├── transformer.py   # Transformer model
│   │   └── attention_cnn.py # CNN baseline
│   └── utils/
│       ├── helpers.py        # Metrics, device detection
│       ├── clinical_utils.py # Clinical utilities
│       └── hardware_detect.py
│
├── tests/
│   └── test_asd.py          # Unit tests
│
├── data/
│   └── diverse_features_processed.csv  # Combined dataset
│
├── models/
│   ├── diverse_transformer.pt     # Trained Transformer weights
│   └── diverse_model_package.joblib # Full model package
│
├── docs/
│   ├── README.md             # Project documentation
│   ├── USER_GUIDE.md         # User guide
│   └── TECHNICAL.md          # Technical report

What's Included

• Complete source code (Python/PyTorch)
• One documentation type FREE (IEEE Report / PPT / README)
• Additional documentation: +₹500 per type
• Original base papers + citation
• Trained model weights (.pt + .joblib)
• Demo videos
• Email support (7 days)

Base Paper

What's Included in Documentation

Each project comes with comprehensive documentation to help you understand and present your project.