ACCV-Lab Documentation

Welcome to ACCV-Lab!

Accelerated Computer Vision Lab (ACCV-Lab) is a systematic collection of packages with the common goal to facilitate end-to-end efficient training in the ADAS domain, each package offering tools & best practices for a specific aspect/task in this domain.

Please see ACCV-Lab Overview for an overview of the project, including a short overview of the contained packages and a Quick Start section, as well as the more detailed guides on how to use this project (Installation Guide, Development Guide, …) and further information.

Namespace Packages

Please see the documentation of each namespace package for usage instructions (also listed below).

Contained Packages

• On Demand Video Decoder
  • Introduction
  • Installation
  • Dataset Preparation
  • API Reference
  • Sample Code Documentation
  • PyTorch Integration Examples
  • Evaluation
• Batching Helpers
  • Introduction
  • API Reference
  • Example
  • Evaluation
• DALI Pipeline Framework
  • Introduction
  • Main API Reference
  • Additional API Reference
  • Examples
  • Evaluation
• Draw Heatmap
  • Introduction
  • API Reference
  • Examples
• Optimization Testing Tools
  • Introduction
  • API Reference
  • Examples

Demos

Demos for the individual packages will be added in the future.

Indices and Tables

• Index

• Module Index