-
Notifications
You must be signed in to change notification settings - Fork 117
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
Memory issues after auto-annotating for a few objects #150
Comments
This issue was also mentioned, and I'm guessing it's a label studio issue, the exact problem needs further troubleshooting. |
I solved this issue by loading the model only one time if it has not been loaded before rather than loading the model by labeling each image. Open
|
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Label Studio X SAM seems to have memory issues after auto annotating for about 20-30 objects in the same image. The auto annotating process is getting slower and slower even I use vit_b/mobile sam model on gpu setup.
My average image size is around 640 * 640 and my GPU is 3090. Since my use case has around 100 small objects to annotate per image. It makes me really difficult to annotate all the objects for the entire image, especially last 50 objects.
The text was updated successfully, but these errors were encountered: