Welcome to MMDetection’s documentation!

• Installation
  • Requirements
  • Install mmdetection
  • Install with CPU only
  • Another option: Docker Image
  • A from-scratch setup script
  • Using multiple MMDetection versions
• Getting Started
  • Prepare datasets
  • Inference with pretrained models
  • Train a model
  • Useful tools
  • Tutorials
• Config System
  • Config File Structure
  • Config Name Style
  • FAQ
• Benchmark and Model Zoo
  • Mirror sites
  • Common settings
  • Baselines
  • Speed benchmark
  • Comparison with Detectron2
• Tutorial 1: Finetuning Models
  • Inherit base configs
  • Modify head
  • Modify dataset
  • Modify training schedule
  • Use pre-trained model
• Tutorial 2: Adding New Dataset
  • Customize datasets by reorganizing data
  • Customize datasets by mixing dataset
• Tutorial 3: Custom Data Pipelines
  • Design of Data pipelines
  • Extend and use custom pipelines
• Tutorial 4: Adding New Modules
  • Customize optimizer
  • Customize optimizer constructor
  • Develop new components
• Compatibility with MMDetection 1.x
  • Coordinate System
  • Codebase Conventions
  • Training Hyperparameters
  • Upgrade Models from 1.x to 2.0
• Changelog
  • v2.0.0 (6/5/2020)
  • v1.1.0 (24/2/2020)
  • v1.0.0 (30/1/2020)
  • v1.0rc1 (13/12/2019)
  • v1.0rc0 (27/07/2019)
  • v0.6.0 (14/04/2019)
  • v0.6rc0(06/02/2019)
  • v0.5.7 (06/02/2019)
  • v0.5.6 (17/01/2019)
  • v0.5.5 (22/12/2018)
  • v0.5.4 (27/11/2018)
  • v0.5.3 (26/11/2018)
  • v0.5.2 (21/10/2018)
  • v0.5.1 (20/10/2018)
• API Documentation
  • mmdet.apis
  • mmdet.core
  • mmdet.datasets
  • mmdet.models

Indices and tables

• Index
• Search Page