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Aleksey Bochkovskiy
Aleksey Bochkovskiy

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Scaled YOLO v4 is the best neural network for object detection on MS COCO dataset

Scaled YOLO v4 is the best neural network for object detection on MS COCO dataset Paper: https://arxiv.org/abs/2011.08036 Pytorch: YOLOv4-CSP, YOLOv4-P5, YOLOv4-P6, YOLOv4-P7 (main repository — use to reproduce results): https://github.com/WongKinYiu/ScaledYOLOv4 - YOLOv4-CSP - YOLOv4-tiny - YOLOv4-large Darknet: YOLOv4-tiny, YOLOv4-CSP, YOLOv4x-MISH: https://github.com/AlexeyAB/darknet Structure of YOLOv4-CSP: https://netron.app/?url=https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov4-csp.cfg…

Object Detection

7 min read

Scaled YOLO v4 is the best neural network for object detection on MS COCO dataset
Scaled YOLO v4 is the best neural network for object detection on MS COCO dataset

May 21, 2020

YOLOv4 — the most accurate real-time neural network on MS COCO dataset.

YOLOv4 — the most accurate real-time neural network on MS COCO dataset. Darket YOLOv4 is faster and more accurate than real-time neural networks Google TensorFlow EfficientDet and FaceBook Pytorch/Detectron RetinaNet/MaskRCNN on Microsoft COCO dataset. Article: https://arxiv.org/abs/2004.10934 Code: https://github.com/AlexeyAB/darknet Yolov v4 tiny discussion 1770 FPS: https://www.reddit.com/r/MachineLearning/comments/hu7lyt/p_yolov4tiny_speed_1770_fps_tensorrtbatch4/

Machine Learning

10 min read

YOLOv4 — the most accurate real-time neural network on MS COCO dataset.
YOLOv4 — the most accurate real-time neural network on MS COCO dataset.
Aleksey Bochkovskiy

Aleksey Bochkovskiy

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