All notable changes to this project will be documented in this file.
This project is based on deep-person-reid project by KaiyangZhou. With respect to it we made the following changes.
- ImageAMSoftmaxEngine, MultilabelEngine with new features: mutual learning, am-softmax loss support, metric losses, EMA, SAM support.
- Classification models, datasets, adapted engines for classification pipelines
- Onnx and OpenVINO export
- Multilabel classification support
- Validation script
- Multilabel classification metrics
- Augmentations, optimizers, losses, learning rate schedulers
- NNCF support
- Reid backbones and datasets
- Video data support