Glenn Jocher

Model Ensembling Tutorial

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📚 This guide explains how to use YOLOv5 🚀 **model ensembling** during testing and inference for improved mAP and Recall. UPDATED 25 September 2022. From https://www.sciencedirect.com/topics/computer-science/ensemble-modeling: > Ensemble modeling is...

Update docstrings

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## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Improved Testing for YOLO World Models 🌍🔍 ### 📊 Key Changes - Added a new test case...

Push translated README to PR branch instead of `main`

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@dephraiim thanks for this action, it works really well! I'm trying to use it in https://github.com/ultralytics/yolov5. I tried to update my yaml to create translations directly in Pull Requests in...

YOLOv8 `tensorflow>=2.14.0` ImportError: generic_type: cannot initialize type "StatusCode": an object with that name is already defined

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YOLOv8 TFLite export is failing with the latest release of `tensorflow==2.14.0` but works with `tensorflow==2.13.1`, the prior release. The error originates from the `tflite_support` package. ```python Traceback (most recent call...

`ultralytics 8.2.10` add Classify and OBB Tasks to `Results.summary()`

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Found two bugs in OBB results and Classify dataloading in this PR: - Results.summary() lacks OBB handling @Laughing-q - Classify models are unable to accept numpy or list inputs it...

`ray[tune]` Windows CI fix

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May resolve https://github.com/ultralytics/ultralytics/actions/runs/8962171053 ## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Enhanced testing workflow setup in GitHub actions. ### 📊 Key Changes - Unconditional installation...

Add Apple MPS training test

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## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Enhanced testing suite for Ultralytics on Apple MPS devices 🍏💻. ### 📊 Key Changes - Imported new...

CI tests for HUB Python and OS compatibility. copilot:all ## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 📊 Key Changes - Expanded the testing matrix to include...

### Search before asking - [X] I have searched the HUB [issues](https://github.com/ultralytics/hub/issues) and [discussions](https://github.com/ultralytics/hub/discussions) and found no similar questions. ### Question Hello from the Ultralytics Team! We've been working hard...

It seems that only a limited number of images may be downloaded for a particular search term, typically around 500-800 images based on anecdotal evidence. After this it seems that...