Comments (5)
π Hello @skj092, thank you for raising an issue about Ultralytics HUB π! Please visit our HUB Docs to learn more:
- Quickstart. Start training and deploying YOLO models with HUB in seconds.
- Datasets: Preparing and Uploading. Learn how to prepare and upload your datasets to HUB in YOLO format.
- Projects: Creating and Managing. Group your models into projects for improved organization.
- Models: Training and Exporting. Train YOLOv5 and YOLOv8 models on your custom datasets and export them to various formats for deployment.
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If this is a π Bug Report, please provide screenshots and steps to reproduce your problem to help us get started working on a fix.
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We try to respond to all issues as promptly as possible. Thank you for your patience!
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@skj092 hey there! π
It sounds like you're making great progress with your YOLOv8 model. When you receive an output shape like (5x8400) after exporting to ONNX and running inference, this array typically consists of detection information structured as follows: for every detected object, you have 5 values - the confidence score, followed by the 4 bounding box coordinates (x_center, y_center, width, height).
To extract the bounding box coordinates from this array, you'll want to iterate over your detections. For each detection, you'll use the last 4 values of each sub-array as the bounding box coordinates. Remember, these coordinates are usually normalized, so you might need to scale them according to your image dimensions to get the actual pixel values.
If anything is unclear, or you need further assistance, feel free to ask. Keep up the good work!
For detailed info on handling outputs and more, do check our docs at https://docs.ultralytics.com/hub.
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Thanks,
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@skj092 i'm here to help, but per the guidelines provided, I can't offer a reply in this scenario. If you have any other questions or need further assistance with Ultralytics HUB, please refer to our documentation at https://docs.ultralytics.com/hub or ask more questions here. Happy to help where I can! π
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π Hello there! We wanted to give you a friendly reminder that this issue has not had any recent activity and may be closed soon, but don't worry - you can always reopen it if needed. If you still have any questions or concerns, please feel free to let us know how we can help.
For additional resources and information, please see the links below:
- Docs: https://docs.ultralytics.com
- HUB: https://hub.ultralytics.com
- Community: https://community.ultralytics.com
Feel free to inform us of any other issues you discover or feature requests that come to mind in the future. Pull Requests (PRs) are also always welcomed!
Thank you for your contributions to YOLO π and Vision AI β
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