Yolo-Model-Zoo

**This is an experimental project , try to use different backbone models with yolov3 detector

VOC

Train on VOC2007 and VOC2012 trainval and test on VOC2007

network	mAP	resolution	macc	param
PVA-YOLOv3	0.703	416	2.55G	4.72M
Pelee-YOLOv3	0.703	416	4.25G	3.85M
DenseNet_121-YOLOv3		416	9.86G	7.07M
Resnet-18	0.714	416	6.33G	11.24M

• All of the models trained from imagenet pre-train weights , you can easlity to find download link from author's page
• These models are not optimized , but you can modify architecture and try to find best accuracy and inference speed.

Linux Platform

Run on linux

Windows Platform

Run on windows