azmathmoosa / azface Goto Github PK
View Code? Open in Web Editor NEWA Face detector trained on YOLOv2 Darknet framework
License: GNU Lesser General Public License v3.0
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Training Problem
Dear azmathmoosa,
I find that your training is good for one object. So I want to train your configuration on my custom object. However, I got problem with NAN of average loss.
I train by this way:
- use your configuration with two classes by setting class = 2 and previous layer output of (2+5)*5 = 35
- Use pre-trained weight factors from darknet reference (https://pjreddie.com/darknet/imagenet/#reference)
I tested with batch size of 32, 64 and learning rate 0.001, 0.0005. After about 50 iterations, I got NAN average loss.
I do the same thing but with yolov2-tiny, yolov3-tiny (of course, tuning from published weights), darknet can train well.
Could you share your ideas about this problem? And Did you do any special steps to train your model for face detection.
Thank you
Is not a valid win32 application
E:\Ajinkya\assets\Infogen\azFace>darknet.exe detector demo net_cfg\azface.data net_cfg\tiny-yolo-azface-fddb.cfg
weights\tiny-yolo-azface-fddb_82000.weights E:\Ajinkya\assets\HATCH\practHatchV4\Video\v2.mp4
Access is denied.
error while loading shared libraries?
I have the error
"error while loading shared libraries: api-ms-win-crt-locale-l1-1-0.dll: cannot open shared object file: No such file or directory". Please how to solve it？
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