Description
SLEAP is an open source deep-learning based framework for multi-animal pose tracking. It can be used to track any type or number of animals and includes an advanced labeling/training GUI for active learning and proofreading.
NWB Integration
SLEAP has developed NDXPoseAdaptor, an adaptor class within SLEAP for importing and exporting NWB files. Users can either:
- Use the SLEAP GUI to import/export NWB files
- Use the high-level API Labels.export_nwb to programmatically export to the NWB format
This adaptor uses the NWB extension ndx-pose, which provides a standardized format for storing pose estimation data in NWB.
Features
- Multi-animal pose tracking
- Deep learning-based framework
- Support for any type or number of animals
- Advanced labeling/training GUI
- Active learning capabilities
- Proofreading tools
- NWB import/export support