Welcome to MMSelfSup’s documentation!

Get Started

• Overview
• Get Started

User Guides

• Pretrain
  • Tutorial 1: Learn about Configs
  • Tutorial 2: Prepare Datasets
  • Tutorial 3: Pretrain with Existing Models
  • Tutorial 4: Pretrain with Custom Dataset
• Downstream Tasks
  • Classification
  • Detection
  • Segmentation
• Useful Tools
  • Visualization
  • Analysis tools

Advanced Guides

• Basic Concepts
  • Data Flow
  • Structures
  • Models
  • Datasets
  • Transforms
  • Evaluation
  • Engine
  • Conventions
• Component Customization
  • Add Modules
  • Add Datasets
  • Add Transforms
  • Customize Runtime

Model Zoo

• Model Zoo Statistics
• Model Zoo
• BarlowTwins
• BEiT
• BEiT v2
• BYOL
• CAE
• DeepCluster
• DenseCL
• EVA
• MAE
• MaskFeat
• MILAN
• MixMIM
• MoCo v1
• MoCo v2
• MoCo v3
• NPID
• ODC
• PixMIM
• Relative Location
• Rotation Prediction
• SimCLR
• SimMIM
• SimSiam
• SwAV

Migration

• Migration

API Reference

• mmselfsup.datasets
  • datasets
  • transforms
  • samplers
• mmselfsup.engine
  • hooks
  • optimizers
• mmselfsup.evaluation
  • functional
• mmselfsup.models
  • algorithms
  • backbones
  • necks
  • heads
  • losses
  • memories
  • target_generators
  • utils
• mmselfsup.structures
• mmselfsup.visualization
• mmselfsup.utils

Notes

• Contributing to MMSelfSup
• Changelog
• FAQ

Switch Language

• English
• 简体中文

Indices and tables

• Index

• Module Index

• Search Page