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v0.2.0 Release
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@RangiLyu RangiLyu released this 29 Mar 12:33
· 205 commits to main since this release
v0.2.0
0446d90

What's new in v0.2.0

  1. Add pyncnn demo by caishanli (#167).
  2. Fix ncnn demo build failure without vulkan by nihui (#168).
  3. Add NanoDet-t with Transformer Attention Network (#183).
  4. Add Notebook demo by zhiqwang (#188).
  5. Add feature of saving demo inference result by wwdok (#191).
  6. Fix utf-8 decode bug (#184).
  7. Fix test bug.

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 2
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