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Fix and simplify semantic-segmentation example #30145
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amyeroberts
merged 9 commits into
huggingface:main
from
qubvel:update_segmentation_example
Apr 10, 2024
Merged
Fix and simplify semantic-segmentation example #30145
amyeroberts
merged 9 commits into
huggingface:main
from
qubvel:update_segmentation_example
Apr 10, 2024
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
amyeroberts
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Apr 9, 2024
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Very nice! Thanks for working on this and improving our examples!
examples/pytorch/semantic-segmentation/run_semantic_segmentation_no_trainer.py
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ArthurZucker
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Apr 22, 2024
* Remove unused augmentation * Fix pad_if_smaller() and remove unused augmentation * Add indentation * Fix requirements * Update dataset use instructions * Replace transforms with albumentations * Replace identity transform with None * Fixing formatting * Fixed comment place
itazap
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* Remove unused augmentation * Fix pad_if_smaller() and remove unused augmentation * Add indentation * Fix requirements * Update dataset use instructions * Replace transforms with albumentations * Replace identity transform with None * Fixing formatting * Fixed comment place
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What does this PR do?
It seems like the
semantic-segmentation
example is a bit outdated and doesn't run without fixing some issues. This PR does the following to improve the current state of the example:albumentations
Updated scripts have been evaluated and the fine-tuned model achieved similar metrics to the previous one:
Before submitting
Pull Request section?
to it if that's the case.
documentation guidelines, and
here are tips on formatting docstrings.
Who can review?
@amyeroberts @NielsRogge