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# DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology
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<img src="https://raw.githubusercontent.com/MarrLab/DinoBloom/main/media/logo.png" width="160" alt="DinoBloom logo"/>
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**DinoBloom** was developed by Koch et al. and more information can be found on their [GitHub repository](https://github.com/MarrLab/DinoBloom) and in the [accompanying paper](https://arxiv.org/abs/2404.05022). This repository is fork of their [HuggingFace repository](https://huggingface.co/MarrLab/DinoBloom). DinoBloom is a ViT (Vision Transformer) built upon [DINOv2](https://arxiv.org/abs/2304.07193) (Meta AI) and is trained on **13 diverse publicly available datasets** of single cells from peripheral blood and bone marrow. The models in this repository can be used for feature extraction.
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# DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology
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**DinoBloom** is a ViT (Vision Transformer) built upon [DINOv2](https://arxiv.org/abs/2304.07193) (Meta AI) and is trained on **13 diverse publicly available datasets** of single cells from peripheral blood and bone marrow. The models in this repository can be used for feature extraction. The project was developed by Koch et al. and more information can be found on their [GitHub repository](https://github.com/MarrLab/DinoBloom) and in the [accompanying paper](https://arxiv.org/abs/2404.05022). This repository is fork of the original repo of the authors: [HuggingFace repository](https://huggingface.co/MarrLab/DinoBloom).
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