README.md
Yolov3 exists in both darknet and imageai.
Yolov3-tiny(540M) only exists in darknet. (Recomended)
Results
code:2yzg
28 train images, 14 test images.
Yolo-v3-tiny(darknet)(recommended)
https://pan.baidu.com/s/1pD4qYmq0mzd-ULaVZ81Bfw?errno=0&errmsg=Auth%20Login%20Sucess&&bduss=&ssnerror=0&traceid=#list/path=%2Fdetect_isolating_switch_statue%2Fdarknet%2Fobj_resized_detected&parentPath=%2F
Yolo-v3(darknet)
https://pan.baidu.com/disk/home?#/all?vmode=list&path=%2Fdetect_isolating_switch_statue%2Fdarknet%2Fobj_resized_detected(yolov3)
Yolo-v3(imageai)
https://pan.baidu.com/s/1pD4qYmq0mzd-ULaVZ81Bfw?errno=0&errmsg=Auth%20Login%20Sucess&&bduss=&ssnerror=0&traceid=#list/path=%2Fdetect_isolating_switch_statue%2Fimageai%2Fresults&parentPath=%2F
Analysis
1.Yolo-tiny is enough for this task.
It can runs on CPU by 0.5s/image, 1080ti by 2ms/image with resolution 416x416.
2.To get better results, more data is needed(400 recommended,but only 28 now).