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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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## 🐛 Bug
The current implementation of `GeneralizedDiceScore` yields scores of `0.0` for samples that don't contain a particular class when calculating class-wise metrics via `per_class=True`.
T…
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Some of the networks we have in plantseg output foreground probability maps together with boundary predictions. This can be used in the segmentation post-processing step in order to filter background …
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Hi, i am working on a dataset in which I have three classes(background, object1 and object2). I configured the model as described but still, the model is producing a binary mask. please tell me if I h…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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- Here's the summary of consulting a LLM specialist:
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- We have an initial thought in #74 as follows:
![image](https://github.com/user-attachments/assets/265a3d7d-0454-4e7b-9c99-a0dd9f9ecf7c…
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### Describe the issue
I'm using blenderproc to make a dataset for a semantic segmentation task. I have to render the objects at different distances, so most of the time they are very small. The segm…
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Hi,
I am trying to do a semantic segmentation for a dataset containing plants.
My models contain a lot of leaves, which are basically built using support squares, with an image of a leaf on them.
…
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How to read labels? There are black images without masks.
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Hello!
I am having trouble all of a sudden running backsub on ome.tif images which were run through ashlar outside of mcmicro. I was not having issues with this before but when I try to run backsub…