Models 21
MahmoodLab/CONCH
\[Journal Link\] | \[Open Access Read Link\] | \[Github Repo\] | \[Cite\]
MahmoodLab/conchv1_5
CONCHv1_5 is based on the CONCH model, a vision-language model pretrained on 1.17 image/captions in histopathology. CONCHv1_5 is based on a…
1aurent/swin_tiny_patch4_window7_224.CTransPath
A Swin Transformer image classification model. \ Trained on 15M histology patches from PAIP and TCGA.
majiabo/GPFM
GPFM is a pathology foundation model based on ViT-L/14 (DINOv2 configuration) for extracting general visual features from histopathology til…
bioptimus/H-optimus-0
`H-optimus-0` is an open-source foundation model for histology, developed by Bioptimus. The model is a 1.1B parameter vision transformer tra…
bioptimus/H-optimus-1
`H-optimus-1` foundation model for histology, developed by Bioptimus.
bioptimus/H0-mini
`H0-mini` is a lightweight foundation model for histology developed by Owkin and Bioptimus.
1aurent/vit_base_patch16_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_base_patch8_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_large_patch14_reg4_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_small_patch16_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_small_patch8_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_small_patch16_224.lunit_dino
A Vision Transformer (ViT) image classification model. \ Trained on 33M histology patches from various pathology datasets.
1aurent/vit_small_patch8_224.lunit_dino
A Vision Transformer (ViT) image classification model. \ Trained on 33M histology patches from various pathology datasets.
Wangyh/mSTAR
model = timm.create_model( 'hf-hub:Wangyh/mSTAR', pretrained=True, init_values=1e-5, dynamic_img_size=True ) transform = transforms.Compose(…
prov-gigapath/prov-gigapath
[[`Code`]](https://github.com/prov-gigapath/prov-gigapath) [`Model`] [`Paper`] [`BibTeX`]
1aurent/resnet50.tcga_brca_simclr
A ResNet50 image classification model. \ Trained on 2M histology patches from TCGA-BRCA.
MahmoodLab/UNI
UNI2, a successor to UNI, trained on over 200 million images from over 350k diverse H&E and IHC slides has been released! Model weights and…
MahmoodLab/UNI2-h
\[Journal Link\] | \[Open Access Read Link\] | \[Github Repo\] | \[Cite\]
paige-ai/Virchow
Virchow is a self-supervised vision transformer pretrained using 1.5M whole slide histopathology images. The model can be used as a tile-lev…
paige-ai/Virchow2
Virchow2 is a self-supervised vision transformer pretrained using 3.1M whole slide histopathology images. The model can be used as a tile-le…