YOLOv6-Improved

Implementation of YOLOv6 paper:

What's New In This Repository

[2024.02.12] Replace BACKBONE to lightweight models: ShuffleNetv2, GHostNet, MobileNetv3
[2024.03.11] Update NECK to GolD-Neck
[2024.04.09] Improved RepVGGBlock, get ACBlock [3×3][1×3][3×1][1×1]
[2024.04.11] Improved Structure, get RepC2f
[2024.04.15] Update RepOptimizer to adapt to ACBlock

Model	Size	mAP^val 0.5:0.95	Speed^{T4 trt fp16 b1 (fps)}	Speed^{T4 trt fp16 b32 (fps)}	Params ^(M)	FLOPs ^(G)
YOLOv6-N	640	37.5	779	1187	4.7	11.4
YOLOv6-S	640	45.0	339	484	18.5	45.3
YOLOv6-M	640	50.0	175	226	34.9	85.8
YOLOv6-L	640	52.8	98	116	59.6	150.7

YOLOv6-N6	1280	44.9	228	281	10.4	49.8
YOLOv6-S6	1280	50.3	98	108	41.4	198.0
YOLOv6-M6	1280	55.2	47	55	79.6	379.5
YOLOv6-L6	1280	57.2	26	29	140.4	673.4

Name		Name	Last commit message	Last commit date
Latest commit History 656 Commits
.idea		.idea
configs		configs
data		data
deploy		deploy
docs		docs
gold_yolo		gold_yolo
tools		tools
yolov6		yolov6
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
README_cn.md		README_cn.md
requirements.txt		requirements.txt