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### Search before asking
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### YOLOv5 Component
Validation
### Bug
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### Search before asking
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this block of code saves the images in different color: https://github.com/ultralytics/yolov5/blob/cd35a009ba964331abccd30f6fa0614224105d39/models/common.py#L368
Here is the output
![Color Diffe…
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### Search before asking
- [ ] 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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Hello, quick check in from a user of the older GTX 1060 6GB (1280 CUDA cores). I've been following Glenn's work on timing inference with image batches. I do not think that batch inference is significa…
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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 si…
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## ❔Question
I am using yolov5m to train my custom dataset. When using val.py for validation, why is the evaluation map implemented in this repository lower than that of pycocotools? The specific out…
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For context, I am doing road damage detection. Here is my procedure.
1. Using a larger dataset A, I trained a yolov5 model using yolov5m.pt (weights) with **4 classes**. Image resolution is 512x512…
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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…