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v0.3.0 Release
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@RangiLyu RangiLyu released this 11 Apr 16:09
· 175 commits to main since this release
v0.3.0
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Learn about vigilant mode.

What's new in v0.3.0

  1. Refactor training and testing code with pytorch-lightning.
  2. Solving ONNX inference AxisError by zshn25 (#198).

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-t (NEW) ShuffleNetV2 1.0x 320*320 21.7 0.96B 1.36M 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 3
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