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DrCoffey
Detection network taining
Hello Dr. Coffey,
I am trying to optimize call detection using the Rat Detector YOLO V1 network in my rat USV recordings. I was trying to use detection files from a previous dataset where I manually drew all the call boxes to generate the call images and then train the network with those. I have 118 detection files and I've selected all of them but when it is creating images it stops in the 15th file. I tried to do this twice and the result was the same. I don't get any error message in MATLAB (the second time I just got warnings, but I assume it is because MATLAB had to overwrite the previous files).
Is there a limit of detection files to be used for this feature or is there something that I am missing? Thank you in advance for your time.
Best, Juliana
Hey @Fiuza-J that is very strange. There should not be a limit on detection files, I'll look into it.
Are your detection file names very similar? It looks like it is trying to write them to the same directory?
Hey DrCoffey,
Yes, actually, part of the name overlaps between files. Here are some of them:
It could take me a bit to get around to troubleshooting this. In the meantime, you could copy a set of 20 of those files and just rename them 1,2,3,4,...20 and see if that works.
Hey @DrCoffey,
Thank you for the quick response! I tried to do that but it still gets stuck in the 15th file. This time I didn't get any warning message tho.
haha, ok well at least that is half the issue figured out. I'll look into it ASAP
Hey @DrCoffey,
Just checking if you have already had some time to look into this. Thank you again for your help!
Best, Juliana
Hey @Fiuza-J Sorry for the slow reply, things have been crazy at lab and DeepSqueak is on the back burner.
I just tested a 20 file run and got through them all. Perhaps something is wrong with the 15th file in your set. Have you tried just removing that 1 file? Also, please update DeepSqueak there were a couple bug fixes recently
Hello @DrCoffey, I have a similar problem. I wanted to additionally train the network with my USVs and some detection files freeze DS when creating network training images. I am attaching the files so maybe you could take a look whats wrong. The files 3 and 11 freeze on default settings of spectrogram. File 1 freezes when i increase the length of the image to 1 s. I am currently on Matlab 2021b and DS 3.0.4 Detection_files.zip
