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ARCHITECTURE.md

TALI Project Map

Maps the TALI project's directory structure, core modules, configuration files, and quick links for navigation.

AntreasAntoniou
May 2, 2026
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What this file does

Maps the TALI project's directory structure, core modules, configuration files, and quick links for navigation.

When to use it

  • Onboarding to understand the TALI codebase layout
  • Finding which file handles data or frame processing
  • Locating configuration files like Dockerfile or requirements
  • Referencing quick links to documentation and examples

Assumes this stack

Python

TALI Project Map

๐ŸŽฏ 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

๐Ÿ“ฆ Package Structure

Main Package

tali/
โ”œโ”€โ”€ data.py              # Core data processing
โ”œโ”€โ”€ frames.py            # Video frame handling
โ”œโ”€โ”€ utils.py             # Utility functions
โ”œโ”€โ”€ data/               # Data-specific modules
โ”œโ”€โ”€ demo/               # Demo applications
โ””โ”€โ”€ __init__.py         # Package initialization

Examples and Tests

TALI/
โ”œโ”€โ”€ examples.py          # Usage examples
โ”œโ”€โ”€ tests/              # Test suite
โ””โ”€โ”€ requirements.txt    # Dependencies

๐Ÿ”ง 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

๐Ÿš€ 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

๐ŸŽ“ Learning Resources

Documentation

What's inside

5 sections covering core functionality, package structure, config files, quick links, and learning resources

Change this for your project

  • Replace tali/ with your own package name
  • Replace TALI/ with your own project root
  • Replace AntreasAntoniou/TALI with your repository name

Where it goes

Save in docs/ or the repository root. Gives agents and new contributors a map of the codebase.

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