Glenn Jocher

@AyushExel @Laughing-q I've opened this PR to centralize our updates for tomorrow Friday. I've been merging small/non-urgent PRs into our main daily PRs and then pushing the daily PR at...

Ideal first-principles usage examples

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### YOLOv8 ```python from ultralytics import YOLO # from ultralytics import YOLOv8 (where YOLO == YOLOv8) # Model (DetectionModel, ClassificationModel, SegmentationModel) model = YOLO('YOLOv8s.pt') # load local/official/URL autodownload model including...

### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report. ### YOLOv8 Component _No response_ ### Bug @sergiossm opening this issue to...

General PR

Add OpenVINO benchmarking code

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@glenn-jocher yes, it does! It's called benchmark_app and the example usage is in [this notebook](https://github.com/openvinotoolkit/openvino_notebooks/blob/main/notebooks/230-yolov8-optimization/230-yolov8-optimization.ipynb) under "Compare Performance of the Original and Quantized Models" section.  I can see you...

[App]: Uninstalling wandb in Ultralytics notebooks (resolves Kaggle problem)

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### Current Behavior I'm uninstalling wandb in Ultralytics notebooks due to unwanted behavior, i.e. indefinite hangs, wandb installation without user awareness or consent and unexpected/unwanted results like user confusion about...

This PR was automatically created by Snyk using the credentials of a real user.Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of...