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pjreddie
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Convolutional Neural Networks

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Darknet Logo

Darknet

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.

Discord invite link for for communication and questions: https://discord.gg/zSq8rtW

Scaled-YOLOv4:

  • paper: https://arxiv.org/abs/2011.08036

  • source code - Pytorch (use to reproduce results): https://github.com/WongKinYiu/ScaledYOLOv4

  • source code - Darknet: https://github.com/AlexeyAB/darknet

  • Medium: https://alexeyab84.medium.com/scaled-yolo-v4-is-the-best-neural-network-for-object-detection-on-ms-coco-dataset-39dfa22fa982?source=friends_link&sk=c8553bfed861b1a7932f739d26f487c8

YOLOv4:

  • paper: https://arxiv.org/abs/2004.10934

  • source code: https://github.com/AlexeyAB/darknet

  • Wiki: https://github.com/AlexeyAB/darknet/wiki

  • useful links: https://medium.com/@alexeyab84/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe?source=friends_link&sk=6039748846bbcf1d960c3061542591d7

For more information see the Darknet project website.

For questions or issues please use the Google Group.

scaled_yolov4 AP50:95 - FPS (Tesla V100) Paper: https://arxiv.org/abs/2011.08036


YOLOv4Tiny


YOLOv4


OpenCV_TRT

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