TALI Project Map

🎯 Core Functionality

Data Processing (tali/data.py)

• Dataset loading and management
• Transform pipeline implementation
• Modality type definitions
• Configuration system

Frame Processing (tali/frames.py)

• Video frame extraction
• Frame selection methods
• Format conversion utilities

Utilities (tali/utils.py)

• Helper functions
• Logging setup
• Common utilities

📦 Package Structure

Main Package

tali/
├── data.py              # Core data processing
├── frames.py            # Video frame handling
├── utils.py             # Utility functions
├── data/               # Data-specific modules
├── demo/               # Demo applications
└── __init__.py         # Package initialization

Examples and Tests

TALI/
├── examples.py          # Usage examples
├── tests/              # Test suite
└── requirements.txt    # Dependencies

🔧 Configuration Files

Development Setup

• requirements.txt - Core dependencies
• requirements_dev.txt - Development dependencies
• setup.py - Package setup
• .cursorrules - Development guidelines

Documentation

• README.md - Project overview
• ARCHITECTURE.md - System design
• MILESTONES.md - Development progress
• MAP.md - Project navigation

Docker Support

• Dockerfile - Container definition
• install-via-conda.sh - Conda setup

🚀 Quick Links

Getting Started

1. Installation Guide
2. Usage Examples
3. API Documentation

Development

1. Project Structure
2. Contributing Guidelines
3. Development Setup

Features

1. Data Loading
2. Transform Pipeline
3. Modality Support

🎓 Learning Resources

Documentation

• Architecture Overview
• Development Milestones
• Code Documentation