zh/integrations/dvc/

[giscus[bot]]

zh/integrations/dvc/

利用 DVCLive 实现无缝YOLO11 跟踪。了解如何记录、可视化和分析实验，以优化 ML 模型性能。

https://docs.ultralytics.com/zh/integrations/dvc/

[liggr]

Can this DVC be integrated with the YOLOV8 model?

[glenn-jocher]

Yes, DVC can be integrated with YOLOv8 for experiment tracking. The process is similar to the YOLO11 integration shown in our documentation. For YOLOv8-specific implementation details, see our guide at https://docs.ultralytics.com/integrations/dvc/ which applies to all YOLO versions.

[UltralyticsAssistant]

👋 Hello, thank you for bringing this up and for your interest in Ultralytics 🚀!

We recommend starting with the Ultralytics Documentation, where you can explore various features, including helpful integrations like DVC, to improve your ML workflows. The linked Chinese documentation will also be very helpful: 多功能集成：DVCLive!

If this is a 🐛 Bug Report, please provide a minimum reproducible example to help us further investigate the issue.

If this is a custom training ❓ Question, include as much detail as possible, such as your use case, dataset details, any training logs, and ensure you're leveraging the relevant model training tips to get the best results.

Here are a few recommendations to ensure you're up to date and ready to experiment with integrations like DVCLive:

Upgrade

Make sure you're using the latest version of the ultralytics package by upgrading in your setup:

pip install -U ultralytics

The latest version ensures compatibility with integrations like DVCLive and other features.

Supported Environments

You can work seamlessly with YOLO and its integrations in the following environments:

• Notebooks with free GPU:
• Cloud Platforms like Google Cloud, AWS, or with a Docker setup .

For real-time assistance, join the Ultralytics Discord 🎧, or for longer discussions, participate in our Discourse. You can also connect with others in our Subreddit for knowledge sharing.

An Ultralytics engineer will review your post soon and assist further. Thanks again for contributing to the Ultralytics community! ✨

[liggr]

Command line input command ”dvc plots diff $(dvc exp list --names-only)“，prompt ”No plots were loaded, visualization file will not be created.“， do I need to do any configuration?