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🔒 histai/hibou-b

病理科肿瘤科 病理 医学专科 pathology feature-extraction transformers License: apache-2.0 arXiv:2406.05074 transformerssafetensorsdinov2feature-extractioncustom_code

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Hibou-B - a Foundational Vision Transformer for digital pathology pretrained on a private dataset using DINOv2 framework.

For more information and examples of usage visit https://github.com/HistAI/hibou and read the paper.

Hibou-L is also available at https://huggingface.co/histai/hibou-L.

Basic usage:

from transformers import AutoImageProcessor, AutoModel

processor = AutoImageProcessor.from_pretrained("histai/hibou-b", trust_remote_code=True)
model = AutoModel.from_pretrained("histai/hibou-b", trust_remote_code=True)

We use a customized implementation of the DINOv2 architecture from the transformers library to add support for registers, which requires the trust_remote_code=True flag.