All notable changes to this project will be documented in this file.
This project is based on MMDetection project by OpenMMLab.
With respect to it we made the following changes.
- OTE SDK Task interface implementation
- OpenVINO export including alternative export for SSD models
- Models, datasets, metrics for text detection and recognition
- Backbones from pytorchcv and EfficientDet architecture
- Model compression possibility by NNCF and config examples
- Configuration files for
- custom object detection
- face detection
- horizontal text detection
- person detection
- person-vehicle-bike detection
- vehicle detection
- Extra augmentstions and transforms, ReduceOnPlateau LR scheduler, early stopping hook
- Extra tool scripts for
- COCO dataset visualization and filtration
- clustering anchor boxes for SSD anchor generator
- validation of the ONNX and OpenVINO models
- Improved the export to the ONNX including runtime mode
- Added OpenVINO installation to the dockerfile configuration