Download Latest Version YOLOv4 source code.zip (8.3 MB)
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Home / darknet_yolo_v4_pre
Name Modified Size InfoDownloads / Week
Parent folder
yolov4-csp-x-swish.weights 2021-07-12 399.4 MB
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yolov4-csp-x-swish.conv.192 2021-07-12 358.4 MB
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yolov4-csp-swish.weights 2021-07-12 211.9 MB
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yolov4-csp-swish.conv.164 2021-07-12 185.3 MB
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yolov4x-mish.weights 2021-06-27 399.4 MB
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yolov4x-mish.conv.166 2021-06-27 277.3 MB
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yolov4-csp.weights 2021-06-27 211.9 MB
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yolov4-csp.conv.142 2021-06-27 146.5 MB
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yolov4-p6.conv.289 2021-06-27 463.3 MB
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yolov4-p5.conv.232 2021-06-27 256.4 MB
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yolov4-p6.weights 2021-06-26 510.9 MB
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yolov4-p5.weights 2021-06-26 283.7 MB
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yolov4.conv.137 2021-05-12 170.0 MB
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yolov4.weights 2021-05-12 257.7 MB
23 23 weekly downloads
yolov4-sam-mish.conv.105 2021-01-17 106.6 MB
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yolov4-pacsp-x-mish_distil.weights 2021-01-16 399.4 MB
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yolov4-tiny.conv.29 2020-12-15 19.8 MB
14 14 weekly downloads
yolov4-tiny.weights 2020-12-15 24.3 MB
22 22 weekly downloads
cspx-p7-mish_hp.344.conv 2020-11-20 1.0 GB
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yolov4-tiny_contrastive_last.weights 2020-10-19 29.6 MB
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csdarknet53-omega.conv.105 2020-06-08 106.6 MB
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csdarknet53-omega_final.weights 2020-06-08 110.7 MB
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README.md 2020-05-12 1.2 kB
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YOLOv4 pre-release.tar.gz 2020-05-12 7.5 MB
1 1 weekly downloads
YOLOv4 pre-release.zip 2020-05-12 8.2 MB
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Totals: 25 Items   6.0 GB 60

YOLOv4

YOLOv4 consists of: https://arxiv.org/abs/2004.10934 * Backbone: CSPDarknet53 * Neck: SPP, PAN * Head: YOLOv3

Download:

Accuracy (AP) / Speed (FPS):

YOLOv4 (416x416 batch=1 FP16) - 32 FPS on Jetson Xavier AGX by using tkDNN+TensorRT: https://github.com/ceccocats/tkDNN

Size Darknet FPS (avg) tkDNN TensorRT FP32 FPS tkDNN TensorRT FP16 FPS tkDNN TensorRT FP16 batch=4 FPS Speedup
320 100.6 116 202 423 4.2x
416 82.5 103 162 284 3.5x
512 69.7 91 134 206 2.9x
680 53.6 62 100 150 2.8x

comparison_gpus

Source: README.md, updated 2020-05-12