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v0.1.0 Release
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@RangiLyu RangiLyu released this 07 Mar 04:54
· 225 commits to main since this release
v0.1.0
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Learn about vigilant mode.

What's new in v0.1.0

  1. Support MNN python and cpp inference (#83 ).
  2. Support OpenVINO inference.
  3. Support libtorch inference experimentally.
  4. Add NanoDet-g.
  5. Add EfficientNet-Lite and Rep-VGG backbone.
  6. Add Model Zoo and provide more pre-trained model.
  7. Refactor GFL head (#154 ).

Download pretrained models

Model Backbone Resolution COCO mAP FLOPS Params Pre-train weight
NanoDet-m ShuffleNetV2 1.0x 320*320 20.6 0.72B 0.95M Download
NanoDet-m-416 ShuffleNetV2 1.0x 416*416 23.5 1.2B 0.95M Download
NanoDet-g Custom CSP Net 416*416 22.9 4.2B 3.81M Download
NanoDet-EfficientLite EfficientNet-Lite0 320*320 24.7 1.72B 3.11M Download
NanoDet-EfficientLite EfficientNet-Lite1 416*416 30.3 4.06B 4.01M Download
NanoDet-EfficientLite EfficientNet-Lite2 512*512 32.6 7.12B 4.71M Download
NanoDet-RepVGG RepVGG-A0 416*416 27.8 11.3B 6.75M Download
Assets 2
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