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How to Format Dataset for HUB

earriagadadiaz opened this issue · comments

commented

Search before asking

  • I have searched the HUB issues and found no similar bug report.

HUB Component

Datasets

Bug

hello, I am having trouble uploading my data set
it doesn't recognize the format and it is identically the same as coco8's example.

Screenshot_1

Environment

windows 10
chrome

Minimal Reproducible Example

Screenshot_2

Additional

No response

commented

👋 Hello @earriagadadiaz, thank you for raising an issue about Ultralytics HUB 🚀! 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.
  • Integrations. Explore different integration options for your trained models, such as TensorFlow, ONNX, OpenVINO, CoreML, and PaddlePaddle.
  • Ultralytics HUB App. Learn about the Ultralytics App for iOS and Android, which allows you to run models directly on your mobile device.
    • iOS. Learn about YOLO CoreML models accelerated on Apple's Neural Engine on iPhones and iPads.
    • Android. Explore TFLite acceleration on mobile devices.
  • Inference API. Understand how to use the Inference API for running your trained models in the cloud to generate predictions.

If this is a 🐛 Bug Report, please provide screenshots and steps to reproduce your problem to help us get started working on a fix.

If this is a ❓ Question, please provide as much information as possible, including dataset, model, environment details etc. so that we might provide the most helpful response.

We try to respond to all issues as promptly as possible. Thank you for your patience!

commented

@earriagadadiaz hello! Thank you for reaching out with your issue regarding dataset upload.

It seems like there might be a discrepancy between your dataset format and the expected format. To ensure compatibility, please double-check the following:

  1. Verify that your dataset structure strictly follows the COCO format guidelines.
  2. Ensure that all necessary JSON keys are present and correctly named.
  3. Confirm that your image files and annotations are correctly linked in your JSON file.

If after these checks you're still facing issues, it might be helpful to validate your dataset with a COCO dataset validator to catch any potential formatting errors.

For more detailed instructions on preparing and uploading datasets, you can refer to our documentation at the Ultralytics HUB Docs.

If the problem persists, please provide us with the error message you're receiving, and we'll be happy to assist you further. 😊

commented

@earriagadadiaz Can you share the contents of your dataset.yaml? It's likely that the paths are not configured correctly there.

commented

👋 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:

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 🚀 and Vision AI ⭐