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PANDA_ConvNeXT
smc/PANDA_ConvNeXT
PANDA_ConvNeXT is a image classification model from smc. Use it when you need a label for an image. It is set up for transformers.
An attempt to use a ConvNeXT for medical image classification (ISUP grading in prostate histopathology images). Currently uses a tiled and concatenated WSI as input
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- convnext
- Access
- Public
- Created
- May 24, 2022
- Updated
- May 25, 2022
- SHA
- d5d34bfd
Model card
From the Hugging Face model README
PANDA_ConvNeXT
An attempt to use a ConvNeXT for medical image classification (ISUP grading in prostate histopathology images). Currently uses a tiled and concatenated WSI as input
Example Images (1152,1152,3) 36 WSI patches:
ISUP 0: <img width="256" height="256" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/0c02d3bb3a62519b31c63d0301c6843e_0.jpeg">
ISUP 1: <img width="256" height="256" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/0cee71ab57422e04f76e09ef2186fcd5_1.jpeg"> ISUP 2: <img width="256" height="256" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/00bbc1482301d16de3ff63238cfd0b34_2.jpeg"> ISUP 3: <img width="256" height="256" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/0c5c2d16c0f2e399b7be641e7e7f66d9_3.jpeg"> ISUP 4: <img width="256" height="256" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/0c88d7c7033e2048b1068e208b105270_4.jpeg"> ISUP 5: <img width="256" height="256" src="https://huggingface.co/smc/PANDA_ViT/resolve/main/00c15b23b30a5ba061358d9641118904_5.jpeg">
- Task
- Image Classification
- Library
- transformers
- Type
- convnext
- Created
- May 24, 2022
- Updated
- May 25, 2022