Yolo Detection

install

 conda create --name "yolo" python=3.7 -y

 conda activate yolo

 pip install -r requirements.txt

 pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html

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Results

name	train size	test size	Train Dataset	Val Dataset	mAP	notes
YOLOv3	416	416	2007+2012 trainval	2007test	66.37	baseline
YOLOv3	416	512	2007+2012 trainval	2007test	67.92	baseline
YOLOv3	544	544	2007+2012 trainval	2007test	70.24	baseline

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Environment

• Nvida GeForce RTX 1080 Ti
• CUDA11.1
• ubuntu 18.04
• python 3.7