diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 00000000..e34e353e --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,24 @@ +# Changelog + +All notable changes to this project will be documented in this file. + +The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), +and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). + +## v0.1.0 + +### Added + +- Python package installation +- Command line interface +- Initial documentation +- Base development pipeline : training, validation, export, predict, ir-predict, ir-validation, hypopt +- Modular design +- Integration with image augmentation library ( Albumentations ) +- Integration with hyperparameter optimization library ( Optuna ) +- Integration with 3rd party experiment logger ( Comet.ml ) +- Graph export to Torchscript and ONNX +- Visual report of model's performance and resource usage, see this example +- Various architecture support + - 50 + infamous backbone networks + - Classification and Detection architecture support