BYOLO

Operating environment

CUDA	CUDNN	Python	torch	torchvision
11.3	8.9.2	3.8	2.1.2	0.16.2

Model	Size	mAP^val 0.5:0.95	mAP^val 0.5	Params ^(M)	FLOPs ^(G)
BYOLO-N	640	38.3	55.0	1.5	3.8
BYOLO-S	640	45.1	62.4	4.7	10.6
BYOLO-M	640	50.0	66.7	11.1	24.7
BYOLO-L	640	52.1	69.0	20.8	46.7

Install

git clone https://github.com/Anoue/BYOLO.git
cd BYOLO
pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 54 Commits
data		data
models		models
runs/detect/exp		runs/detect/exp
utils		utils
AP.png		AP.png
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
detect.py		detect.py
export.py		export.py
hubconf.py		hubconf.py
requirements.txt		requirements.txt
setup.cfg		setup.cfg
train.py		train.py
tutorial.ipynb		tutorial.ipynb
val.py		val.py