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

Update train.py #5014

Merged
merged 1 commit into from
Sep 30, 2021
Merged

Update train.py #5014

merged 1 commit into from
Sep 30, 2021

Conversation

glenn-jocher
Copy link
Member

@glenn-jocher glenn-jocher commented Sep 30, 2021

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Adjustment of Intersection over Union (IoU) threshold for model validation during training in the Ultralytics YOLOv5 repository.

πŸ“Š Key Changes

  • IoU threshold changed from:
    • 0.7 to 0.65 for COCO dataset validation
    • 0.6 for non-COCO dataset validation remains the same

🎯 Purpose & Impact

  • 🎯 Purpose: To fine-tune the IoU threshold parameter for better pycocotools performance during model validation, specifically for COCO dataset.
  • πŸ’₯ Impact: Users may experience a more accurate assessment of model performance on COCO datasets, potentially leading to improved model fine-tuning and better generalization.

@glenn-jocher glenn-jocher merged commit 452e847 into master Sep 30, 2021
@glenn-jocher glenn-jocher deleted the update/last_val branch September 30, 2021 20:57
BjarneKuehl pushed a commit to fhkiel-mlaip/yolov5 that referenced this pull request Aug 26, 2022
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

Successfully merging this pull request may close these issues.

1 participant