Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Errors in training AlphaTracker #10

Open
Cocochen1998 opened this issue Mar 30, 2022 · 7 comments
Open

Errors in training AlphaTracker #10

Cocochen1998 opened this issue Mar 30, 2022 · 7 comments

Comments

@Cocochen1998
Copy link

First of all, thanks for developing AlphaTracker! It is really a useful tool in animal behavior study. Unfortunately, I encountered with some errors. Could you please help me with these errors?
I used AlphaTracker via Google Colab. And there were errors in Step 8.
image
And I also got warnings in Step7.
image
image

@laurelrr
Copy link
Contributor

Hello! Thank you for your interest in using AlphaTracker.

I would like to collect some information from you while I investigate your issue.
Can you provide the following information please:

  1. Could you please verify that you ran Steps 4-6 and upload the output from step 6 here?
  2. Did you alter any of the variables in Step 6, such as changing the names of the training data directory in your google drive?
  3. Did you get a message to 'RESTART RUNTIME' and press the restart runtime button in Step 7? If so, please rerun the colab notebook from the beginning and do NOT restart the runtime. (This will erase all your variables including mounting your google drive.)

Thanks!

@Cocochen1998
Copy link
Author

Hello! Thanks for replying.
I did run Steps 4-6. And here is the output from step 6.
image
And a TRAINING_DATA file also appeared in my google drive with my renamed training images in it.
I altered the variables(image_root_list, json_file_path and video_path) according to the training data directory in my google drive in Step 6.
I pressed the restart runtime button in Step 7 and reran the notebook from the beginning. This time I did not restart the runtime. But the error occurred in Step 8 anyway.
image

@Cocochen1998
Copy link
Author

And I also tried to install alphatracker on linux environment. Could you please tell me how to modify the Makefile in install.sh? I am new to the linux environment.
image

@Fang-Haoshu
Copy link
Collaborator

Hi, what is your Nvidia GPU card and your driver version?

@Cocochen1998
Copy link
Author

Hello, thanks for you reply!
My Nvidia GPU card is Quadro RTX 4000, and my driver version is 470.103.01.

@Fang-Haoshu
Copy link
Collaborator

Hi,if you follow the install.sh and use conda to install cuda-toolkit-11.1, then the current make file should work fine and no modification is needed.
You can refer to https://github.com/ZexinChen/AlphaTracker/blob/main/Tracking/AlphaTracker/train_yolo/darknet/Makefile#L8 if you want to use other cuda version.

@Cocochen1998
Copy link
Author

Hello! Thanks a lot for your help! I have solved my problem.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

3 participants