Ultralytics Assistant comments

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                                            Ultralytics Assistant

Yolov11 export ONNX format, opset-related issues

👋 Hello @zhoujun0715, thank you for your interest in Ultralytics 🚀! We recommend a visit to the [Docs](https://docs.ultralytics.com) for new users where you can find many [Python](https://docs.ultralytics.com/usage/python/) and [CLI](https://docs.ultralytics.com/usage/cli/) usage...

Inconsistent Segmentation Results When Using device=mps Compared to cpu and cuda

👋 Hello @daisy9542, thank you for reaching out and using Ultralytics 🚀! This is an automated response, but don't worry—an Ultralytics engineer will assist you soon. We recommend visiting our...

Transfer Learning on yolov8 object detection weights

👋 Hello @Nbn03, thank you for reaching out to Ultralytics 🚀! We're excited to hear about your work with YOLOv8. For transfer learning and freezing layers, this is indeed a...

perf: optimize YOLO post-processing to reduce execution time

👋 Hello @franklinOliveira, thank you for submitting an `ultralytics/ultralytics` 🚀 PR! This is an automated response to help get your contribution integrated smoothly. An Ultralytics engineer will review your changes...

ultralytics repo vs yolov5 repo

👋 Hello @ztm8, thank you for your interest in Ultralytics 🚀! An Ultralytics engineer will assist you soon. In the meantime, let me provide some helpful information. For clarity on...

Memory Leak Training Custom Dataset Class

👋 Hello @claganier-turing, thank you for your interest in Ultralytics 🚀! We're sorry you're experiencing this memory leak issue. To assist us in diagnosing the problem, could you please provide...

How to obtain the features of images in bbox?

👋 Hello @huaiguang233, thank you for reaching out to Ultralytics 🚀! We're glad you're interested in exploring the features of bbox regions. For this type of inquiry, it may be...

Generating multiple cloud generations at the same time, even if 1 is on local runtime, makes the rest not work on Ultralytics HUB.

👋 Hello @AntDX316, thank you for reporting this issue with [Ultralytics HUB](https://hub.ultralytics.com) 🚀! Your feedback is invaluable in helping us improve. Please check out our [HUB Docs](https://docs.ultralytics.com/hub) for additional information...

terminate called after throwing an instance of 'cv::Exception' what(): OpenCV(4.2.0) ../modules/dnn/src/dnn.cpp:4559: error: (-215:Assertion failed) inputs.size() in function 'getMemoryShapes'

👋 Hello @freedomcoming, thank you for reaching out and for your interest in Ultralytics 🚀! We recommend checking out our [Docs](https://docs.ultralytics.com/) for helpful resources, including [Python](https://docs.ultralytics.com/usage/python/) and [CLI](https://docs.ultralytics.com/usage/cli/) examples, which...

Callback on_fit_epoch_end called twice at the end of model.train

👋 Hello @moritzmeister, thank you for bringing this up and for your interest in contributing to the Ultralytics project 🚀! We recommend checking out the [Docs](https://docs.ultralytics.com) for valuable information about...