Track your YOLOv5 and YOLOv8 runs with Comet’s platform
Get automatic experiment tracking with tools to version datasets, debug and reproduce models, and visualize performance across training runs.
Visualize, compare, and optimize your YOLOv5 and YOLOv8 runs with Comet’s platform
- Out of the box, Comet automatically logs metrics such as mAP, precision, recall, model hyperparameters, and more
- Easily log custom data like YOLOv5 predictions, checkpoints, models and datasets
- Identify which hyper-parameters are having the biggest impact on your performance
- Generate a Model with full confidence that it is the best
- Compare the impact of hyperparameters
- Visualize bounding box predictions
- Log interactive confusion matrices
- Examine system metrics and source code
- Version your data to keep track of new data drops
- See what experiments are using your data
Running a script with a Comet logger?
In seconds, grab your API key and start logging YOLOv5 and YOLOv8 runs.
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With Comet, you can log all your models and leverage visualization libraries like Shap and Matplotlib and store them with your models and datasets. All your data in one place.
Expand your ML workflow with Comet
Whether you’re testing a model or building production-ready applications, Comet gives you full visibility of your ML workflows and helps you with reproducibility of all your models.
Automatic experiment tracking and versioning
Save and track datasets from training runs to production
Save, track and document model changes
Visualize model performance at any scale for observability of the complete ML Lifecycle
An everyday application of YOLOv5
Kristen’s bus project leverages YOLOv5 to notify her family via text message just before the school bus arrives. Because of the unique route the bus takes, there’s about 5 minutes from when it’s detected to when the kids need to be at the stop. Follow along to see how she sets up the whole workflow from end to end.
During our trip to Madrid we were able to connect with the #Yolov5 team from @ultralytics!
— Comet (@Cometml) October 13, 2022
Be sure to check out the full integration here: https://t.co/TDMtw9cDp2 pic.twitter.com/hoeVRnmJwR
Amazing use of #YOLOv5 in daily life! 🚌@DataMovesHer testing out YOLOv5 integration with @Cometml to detect the school bus passing her house and then send her a text. Once she gets a text, she has about 6 minutes to get the kids ready to catch the bus.https://t.co/7XISwSvv5f
— Ultralytics (@ultralytics) October 19, 2022
We are excited to announce that @Cometml is our newest partner!
— Ultralytics (@ultralytics) October 11, 2022
Comet builds tools that help data scientists, engineers, and team leaders accelerate and optimize ML & DL models.
Check out this guide to see what #Comet and #YOLOv5 integration offers ➡️ https://t.co/KYAajx2fSi pic.twitter.com/a5e54UyBNp