You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
I have searched the Ultralytics YOLO issues and discussions and found no similar questions.
Question
Let say I am training a model on single class, now should the dataset contains only images in which there is one instance of the object or dataset in which multiple instances of objects are present in each images?
What is the effect of both?
Let say in real life the model will face multiple instances.
Additional
No response
The text was updated successfully, but these errors were encountered:
👋 Hello @Haseeeb21, thank you for reaching out to Ultralytics 🚀! We recommend visiting our Docs for comprehensive guidance on training models and understanding dataset implications. You'll find many Python and CLI examples there, which might address your questions.
For training-related queries like this ❓, the choice between single-object images and multiple-object images can significantly impact model performance, especially reflecting real-world scenarios. However, more detailed advice would depend on additional context such as your dataset specifics or training logs, so please provide more information if possible.
Join our active Ultralytics community for discussions:
👋 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 ⭐
Search before asking
Question
Let say I am training a model on single class, now should the dataset contains only images in which there is one instance of the object or dataset in which multiple instances of objects are present in each images?
What is the effect of both?
Let say in real life the model will face multiple instances.
Additional
No response
The text was updated successfully, but these errors were encountered: