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Changelog

[0.8.0 - 2022-11-10]

New Features

  • Add ResNet50 model
  • Add SSD ResNet34 model
  • Add SSD MobileNet model
  • Add YOLOv5l model
  • Add YOLOv5m model

Improvements

  • Add native postprocessing implementation for ResNet50 #42
  • Add native postprocessing implementation for SSD ResNet34 #45
  • Add native postprocessing implementation for SSD MobileNet #16
  • Refactor Model API to use classmethods to load models #66
  • Make Model Zoo's ABC Model #78
  • Retain only necessary python dependencies #81
  • Improve enf_generator.sh and add enf, dfg models for e2e tests #33
  • Add mkdocstrings to make API references #22

Tasks

  • Regresstion Test #61
  • Attach Tekton CI #41
  • Yolov5 L/M e2e testing code #22
  • Change the documentation layout and add resnet34, resnet50, mobilenet details #33
  • Replace maturin with setuptools-rust #26

Bug Fixes

  • Resolve DVC directly #80