MMDetection
v2.1.0
Installation
Getting Started
Config System
Benchmark and Model Zoo
Tutorial 1: Finetuning Models
Tutorial 2: Adding New Dataset
Tutorial 3: Custom Data Pipelines
Tutorial 4: Adding New Modules
Compatibility with MMDetection 1.x
Changelog
Projects
API Documentation
MMDetection
Docs
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Welcome to MMDetection’s documentation!
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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
An Example of Mask R-CNN
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
v2.1.0 (8/6/2020)
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)
Projects
API Documentation
mmdet.apis
mmdet.core
mmdet.datasets
mmdet.models
Indices and tables
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Index
Search Page
Read the Docs
v: v2.1.0
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