Enable ViTReciproCAM for VisionTransformer backbone (cls task)#2403
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sovrasov merged 10 commits intoopen-edge-platform:developfrom Aug 3, 2023
Merged
Enable ViTReciproCAM for VisionTransformer backbone (cls task)#2403sovrasov merged 10 commits intoopen-edge-platform:developfrom
sovrasov merged 10 commits intoopen-edge-platform:developfrom
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eunwoosh
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Thanks for your effort :) I left some comments. please take a look.
src/otx/algorithms/classification/adapters/mmcls/models/classifiers/custom_image_classifier.py
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jaegukhyun
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sovrasov
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Summary
Enable ViTReciproCAM to support cls models with
VisionTransformerbackbone, e.g. deit.Can be merged, but cannot be actually used in Geti until #2098 is resoled (featute vector and saliency maps are coupled). Can be used right away only for torch runtime.
Validated in OTX:
Torch task examples:

OV task examples:

Multilabel:

How to test
Checklist
License
Feel free to contact the maintainers if that's a concern.