RangiLyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

PythonC++JavaCMakeandroiddeep-neural-networksdeep-learningmodel-zoopytorchobject-detectionmnnshufflenetncnnopenvinoanchor-freeefficientnetnanodetrepvggnanodet-plus
This is stars and forks stats for /RangiLyu/nanodet repository. As of 18 Apr, 2024 this repository has 5288 stars and 988 forks.

NanoDet-Plus Super fast and high accuracy lightweight anchor-free object detection model. Real-time on mobile devices. ⚡Super lightweight: Model file is only 980KB(INT8) or 1.8MB(FP16). ⚡Super fast: 97fps(10.23ms) on mobile ARM CPU. 👍High accuracy: Up to 34.3 [email protected]:0.95 and still realtime on CPU. 🤗Training friendly: Much lower GPU memory cost than other models. Batch-size=80 is available on GTX1060 6G. 😎Easy to deploy: Support various backends including ncnn, MNN and OpenVINO. Also provide...
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