segmentation_models.pytorch
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Add `multiclass` fine-tuning example
It would be great to have more examples for fine-tuning in the library!
Similar to current examples for binary-segmentaion and multi-label segmentation would be great to have multi-class segmentation example (the whole image is annotated). The same camvid dataset can be used.
The example should showcase how to
- fine-tune a model with pytorch-ligtning (or any other fine-tuning framework, even a plain pytorch)
- use loss function with ignore index for unlabeled class
- compute metrics per-class
- visualize results
In case anyone wants to work on this you are welcome! Just notify in this issue, and then ping me to review a PR when it's ready.