Welcome to MMTracking’s documentation!

Get Started

• Prerequisites
• Installation
  • Detailed Instructions
  • A from-scratch setup script
  • Developing with multiple MMTracking versions
• Verification
• Benchmark and Model Zoo
  • Common settings
  • Baselines of video object detection
  • Baselines of multiple object tracking
  • Baselines of single object tracking

Quick run

• Dataset Preparation
  • 1. Download Datasets
  • 2. Convert Annotations
• Run with Existing Datasets and Models
  • Inference
  • Testing
  • Training
• Run with Customized Datasets and Models
  • Prepare the customized dataset
  • Prepare the customized model
  • Prepare a config
  • Train a new model
  • Test and inference

Tutorials

• Learn about Configs
  • Modify config through script arguments
  • Config File Structure
  • Config Name Style
  • Detailed analysis of Config File
  • FAQ
• Customize Datasets
  • Convert the dataset into CocoVID style
  • Using dataset wrappers
  • Subset of existing datasets
• Customize Data Pipelines
  • Data pipeline for a single image
  • Data pipeline for multiple images
• Customize MOT Models
  • Add a new tracker
  • Add a new detector
  • Add a new motion model
  • Add a new reid model
  • Add a new track head
  • Add a new loss
• Customize SOT Models
  • Add a new backbones
  • Add a new neck
  • Add a new head
  • Add a new loss
• Customize VID Models
  • Add a new detector
  • Add a new motion model
  • Add a new aggregator
• Customize Runtime Settings
  • Customize optimization settings
  • Customize training schedules
  • Customize workflow
  • Customize hooks

Useful Tools and Scripts

• MOT Test-time Parameter Search
• Log Analysis
• Model Conversion
  • Prepare a model for publishing
• Miscellaneous
  • Print the entire config

Notes

• Changelog
  • v0.5.1 (01/02/2021)
  • v0.5.0 (04/01/2021)

API Reference

• API Reference
  • mmtrack.apis
  • mmtrack.core
    • anchor
    • evaluation
    • motion
    • optimizer
    • track
    • utils
  • mmtrack.datasets
    • datasets
    • parsers
    • pipelines
    • samplers
  • mmtrack.models
    • mot
    • sot
    • vid
    • aggregators
    • backbones
    • losses
    • motion
    • reid
    • roi_heads
    • track_heads
    • utils

Indices and tables

• Index

• Search Page