ymir-yolov5 automl 镜像说明文档#

仓库地址#

参考ultralytics/yolov5 - modelai/ymir-yolov5

youdaoyzbx/ymir-executor:ymir2.0.0-yolov5-cu111-tmi
youdaoyzbx/ymir-executor:ymir2.0.0-yolov5-cu102-tmi

Model	size ^(pixels)	mAP^val 0.5:0.95	mAP^val 0.5	Speed ^{CPU b1 (ms)}	Speed ^{V100 b1 (ms)}	Speed ^{V100 b32 (ms)}	params ^(M)	FLOPs ^{@640 (B)}
[YOLOv5n]	640	28.0	45.7	45	6.3	0.6	1.9	4.5
[YOLOv5s]	640	37.4	56.8	98	6.4	0.9	7.2	16.5
[YOLOv5m]	640	45.4	64.1	224	8.2	1.7	21.2	49.0
[YOLOv5l]	640	49.0	67.3	430	10.1	2.7	46.5	109.1
[YOLOv5x]	640	50.7	68.9	766	12.1	4.8	86.7	205.7

[YOLOv5n6]	1280	36.0	54.4	153	8.1	2.1	3.2	4.6
[YOLOv5s6]	1280	44.8	63.7	385	8.2	3.6	16.8	12.6
[YOLOv5m6]	1280	51.3	69.3	887	11.1	6.8	35.7	50.0
[YOLOv5l6]	1280	53.7	71.3	1784	15.8	10.5	76.8	111.4