Welcome to MMSegmentation’s documentation!

Get Started

• Overview
• Get started: Install and Run MMSeg

User Guides

• Train & Test
  • Tutorial 1: Learn about Configs
  • Tutorial 2: Prepare datasets
  • Tutorial 3: Inference with existing models
  • Tutorial 4: Train and test with existing models
• Useful Tools
  • Visualization
  • [WIP] Useful Tools
  • [WIP] Deployment
  • Wandb Feature Map Visualization

Advanced Guides

• Basic Concepts
  • Dataflow
  • Structures
  • Models
  • Dataset
  • Data Transforms
  • Evaluation
  • Training Engine
  • Training Tricks
• Component Customization
  • Add New Modules
  • Add New Datasets
  • Adding New Data Transforms
  • Add New Metrics
  • Customize Runtime Settings

Migration

• Migration

API Reference

• mmseg.apis
• mmseg.datasets
  • datasets
  • transforms
• mmseg.engine
  • hooks
  • optimizers
• mmseg.evaluation
  • metrics
• mmseg.models
  • backbones
  • decode_heads
  • segmentors
  • losses
  • necks
  • utils
• mmseg.structures
  • structures
  • sampler
• mmseg.visualization
• mmseg.utils

Model Zoo

• Benchmark and Model Zoo
• Model Zoo Statistics

Notes

• Changelog of v1.x
• Frequently Asked Questions (FAQ)

Device Support

• NPU (HUAWEI Ascend)
  • Usage
  • Models Results

Switch Language

• English
• 简体中文

Indices and tables

• Index

• Search Page