Welcome to MMTracking’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. Get Started Prerequisites Installation Detailed Instructions A from-scratch setup script Developing with multiple MMTracking versions Verification Model Zoo Statistics Benchmark and Model Zoo Common settings Baselines of video object detection Baselines of multiple object tracking Baselines of single object tracking Baselines of video instance segmentation 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 1. Prepare the customized dataset 2. Prepare the customized model 3. Prepare a config 4. Train a new model 5. Test and inference the new model 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 VID Models Add a new detector Add a new motion model Add a new aggregator 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 backbone Add a new neck Add a new head Add a new loss Customize Runtime Settings Customize optimization settings Customize training schedules Customize workflow Customize hooks Useful Tools and Scripts MOT Test-time Parameter Search SiameseRPN++ Test-time Parameter Search Log Analysis Model Conversion Prepare a model for publishing Miscellaneous Print the entire config Model Serving 1. Convert model from MMTracking to TorchServe 2. Build mmtrack-serve docker image 3. Run mmtrack-serve 4. Test deployment Notes Changelog v0.14.0 (19/09/2022) v0.13.0 (29/04/2022) v0.12.0 (01/04/2022) v0.11.0 (04/03/2022) v0.10.0 (10/02/2022) v0.9.0 (05/01/2022) v0.8.0 (03/10/2021) v0.7.0 (03/09/2021) v0.6.0 (30/07/2021) v0.5.3 (01/07/2021) v0.5.2 (03/06/2021) v0.5.1 (01/02/2021) v0.5.0 (04/01/2021) Switch Language English 简体中文 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 builder mmtrack.utils Indices and tables¶ Index Search Page