2015-07-11 03:33:24 +03:00
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![Darknet Logo](http://pjreddie.com/media/files/darknet-black-small.png)
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2018-03-25 15:36:04 +03:00
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# Darknet #
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2015-07-11 03:33:24 +03:00
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Darknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation.
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2020-11-24 20:18:20 +03:00
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**Discord** invite link for for communication and questions: https://discord.gg/zSq8rtW
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2020-12-07 17:37:07 +03:00
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## Scaled-YOLOv4:
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* **paper:** https://arxiv.org/abs/2011.08036
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* **source code:** https://github.com/WongKinYiu/ScaledYOLOv4
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* **Darknet:** https://github.com/AlexeyAB/darknet
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2020-12-07 19:11:16 +03:00
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* **Medium:** https://alexeyab84.medium.com/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe?sk=6039748846bbcf1d960c3061542591d7
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2020-08-16 19:17:19 +03:00
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## YOLOv4:
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2020-04-24 04:15:09 +03:00
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2020-08-16 19:17:19 +03:00
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* **paper:** https://arxiv.org/abs/2004.10934
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2020-04-24 04:15:09 +03:00
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2020-08-16 19:17:19 +03:00
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* **source code:** https://github.com/AlexeyAB/darknet
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2020-07-19 23:56:14 +03:00
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2020-08-16 19:17:19 +03:00
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* **Wiki:** https://github.com/AlexeyAB/darknet/wiki
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* **useful links:** https://medium.com/@alexeyab84/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe?source=friends_link&sk=6039748846bbcf1d960c3061542591d7
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2020-06-02 14:44:57 +03:00
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2015-07-11 03:33:24 +03:00
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For more information see the [Darknet project website](http://pjreddie.com/darknet).
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2015-08-06 02:56:24 +03:00
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For questions or issues please use the [Google Group](https://groups.google.com/forum/#!forum/darknet).
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2020-08-16 19:17:19 +03:00
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2020-12-07 17:37:07 +03:00
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![scaled_yolov4](https://user-images.githubusercontent.com/4096485/101356322-f1f5a180-38a8-11eb-9907-4fe4f188d887.png) AP50:95 - FPS (Tesla V100) Paper: https://arxiv.org/abs/2011.08036
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----
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2020-08-16 19:17:19 +03:00
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2020-12-07 17:37:07 +03:00
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![YOLOv4Tiny](https://user-images.githubusercontent.com/4096485/101363015-e5c21200-38b1-11eb-986f-b3e516e05977.png)
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2020-08-16 19:17:19 +03:00
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----
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![YOLOv4](https://user-images.githubusercontent.com/4096485/90338826-06114c80-dff5-11ea-9ba2-8eb63a7409b3.png)
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----
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![OpenCV_TRT](https://user-images.githubusercontent.com/4096485/90338805-e5e18d80-dff4-11ea-8a68-5710956256ff.png)
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