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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no simi…
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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no simi…
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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no simi…
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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no simi…
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## ❔How to solve class imbalance issue for object detectors?
I'm working on training a vehicle detector that has 14 different classes. Some classes e.g. cars are very common in the dataset but some…
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## ❔I have 2 classes - signed and not_signed (have images where I need to check for the signature if filled or not). Training has no issues, but the validation prediction file (ie val_batch0_pred.jpg)…
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## ❔Question
Is this problem expected? If so is there any way to improve it?
## Additional context
I am training yolov5 with a custom dataset in which all images has multiple objects from the sam…
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## ❔Question
Hi, I'm a student and am having some trouble with YOLOv5. Really need your help
I have a made a custom dataset of 1000 samples (pretty small but very specific) and splitted it so that I…
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## ❔Question
I have trained my model & its performing well on validation data, i got 82% MAP(@0.5), But when i tested my model on frames/video its giving few false predictions.
My dataset has 25…