Issue Integrating YOLO Training with Weights & Biases (W&B) for Monitoring Metrics

[Hazem-Raafat]

I'm currently working on a YOLO training project using the Ultralytics implementation, and I'm facing difficulties integrating the training process with Weights & Biases (W&B) to monitor metrics and visualize losses.

[UltralyticsAssistant]

👋 Hello @Hazem-Raafat, thank you for reaching out about your issue with integrating YOLO and Weights & Biases (W&B) 🚀!

For new users, we highly recommend taking a look at the Docs, which contain valuable information and examples for both Python and CLI usage. You might find some useful tips for your integration there.

If this post is related to a 🐛 Bug Report, we would appreciate it if you could provide a minimum reproducible example. This will help our team to understand and resolve the issue more effectively.

For questions and more complex setups involving custom training, please include detailed information, such as dataset image examples, training logs, and ensure you are following our Tips for Best Training Results.

We encourage you to connect with our vibrant community for additional support. For real-time assistance, join us on Discord 🎧. For more in-depth dialogues, visit Discourse. Or, if you prefer Reddit, explore our Subreddit to share and gain insights from other community members.

Upgrade

Ensure your environment has the latest ultralytics package and all necessary requirements, using a Python>=3.8 environment and PyTorch>=1.8. This helps confirm that any potential issues are not due to outdated software versions:

pip install -U ultralytics

Environments

You can run YOLO in several up-to-date, verified environments that have all dependencies, including CUDA/CUDNN, Python, and PyTorch pre-installed:

• Notebooks with free GPU:
• Google Cloud Deep Learning VM. Refer to the GCP Quickstart Guide
• Amazon Deep Learning AMI. Check the AWS Quickstart Guide
• Docker Image. See the Docker Quickstart Guide

Status

If this badge is green, all Ultralytics CI tests are currently passing. CI tests confirm the correct operation of all YOLO Modes and Tasks on macOS, Windows, and Ubuntu, both on a daily schedule and every commit.

Please note, this is an automated response. An Ultralytics engineer will also review your discussion and provide assistance soon. 😊

[glenn-jocher]

@Hazem-Raafat to integrate YOLO training with Weights & Biases for monitoring metrics, ensure you have the W&B library installed and set up your W&B project credentials. W&B should be automatically enabled once you install the library. https://docs.ultralytics.com/integrations/weights-biases/.