Ultralytics Assistant comments

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                                            Ultralytics Assistant

Fix In and Out problems of Counter.count() issue for Line region

👋 Hello @Pn7Hao, thank you for submitting your `ultralytics/ultralytics` 🚀 PR! To ensure your updates to the object counting logic are seamlessly integrated, please review the following checklist: - ✅...

Unusual behavior of performance metrics

👋 Hello @Josephts1, thank you for raising this issue about [Ultralytics HUB](https://hub.ultralytics.com) 🚀! We appreciate the detailed explanation and inclusion of code and images—it’s very helpful! Please visit our [HUB...

How is OBB tracking currently functioning

👋 Hello @dev-taewan, thank you for your interest in Ultralytics 🚀! We recommend checking out our [Documentation](https://docs.ultralytics.com) where you might find some information on object tracking and the Kalman filter....

Yolov8 - Strange behavior at the end of the training Process, train/box_loss goes to the moon

👋 Hello @Busterfake, thank you for bringing this to our attention 🚀! Your observations are valuable, and we appreciate your report. For now, here are a few steps you can...

Issue with relative paths in data.yaml file when trying to train yolo custom model

👋 Hello @bruhbot-dev, thank you for reaching out to us about this issue with relative paths in your `data.yaml` file. We’re here to help! 🚀 Please provide a [minimum reproducible...

Using the "RMSProp" optimizer when training the YoloV11 model

👋 Hello @alon-12345, thank you for raising an issue about [Ultralytics HUB](https://hub.ultralytics.com) 🚀! Please visit our [HUB Docs](https://docs.ultralytics.com/hub) to learn more: - [**Quickstart**](https://docs.ultralytics.com/hub/quickstart). Start training and deploying YOLO models with...

How to train with new pictures?

👋 Hello @PengPeng-JunJun, thank you for your interest in YOLOv5 🚀! Please visit our ⭐️ [Tutorials](https://docs.ultralytics.com/yolov5/) to get started with tasks like [Custom Data Training](https://docs.ultralytics.com/yolov5/tutorials/train_custom_data/) and more advanced concepts. For...

Tracking In YOLO

👋 Hello @SANJAYSGOWDA, thank you for your interest in Ultralytics 🚀! We recommend starting with a visit to the [Docs](https://docs.ultralytics.com/) where you can find detailed guidance and many [Python](https://docs.ultralytics.com/usage/python/) and...

cp: cannot stat 'runs/detect/train/weights/last.pt': No such file or directory

👋 Hello @Ray150789, thank you for raising an issue about Ultralytics HUB 🚀! We're here to help. It looks like your training process has completed, but you're unable to locate...

How can I train yolo to label 1 class per image without bounding box?

👋 Hello @AMG222, thank you for reaching out to the Ultralytics community 🚀! It looks like you're interested in using YOLO for image classification without bounding boxes. For learning more...