Upload DiffMix pretrained checkpoints

README.md

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+---
+license: mit
+tags:
+  - diffusion-model
+  - image-segmentation
+  - pathology
+  - nuclei-segmentation
+  - medical-imaging
+---
+
+# DiffMix
+
+This repository contains pretrained semantic diffusion model checkpoints from
+[DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets](https://arxiv.org/abs/2306.14132), presented at MICCAI 2023.
+
+## Checkpoints
+
+- `consep-ema_0.9999_010000.pt`: checkpoint trained for the CoNSeP dataset.
+- `glysac-ema_0.9999_010000.pt`: checkpoint trained for the GLySAC dataset.
+
+Use each checkpoint with the corresponding scripts in the [official implementation](https://github.com/hvcl/DiffMix), specifically `semantic-diffusion-model/scripts_ddim_sample/`.
+
+## Citation
+
+```bibtex
+@inproceedings{oh2023diffmix,
+  title={Diffmix: Diffusion model-based data synthesis for nuclei segmentation and classification in imbalanced pathology image datasets},
+  author={Oh, Hyun-Jic and Jeong, Won-Ki},
+  booktitle={International conference on medical image computing and computer-assisted intervention},
+  pages={337--345},
+  year={2023},
+  organization={Springer}
+}
+```

consep-ema_0.9999_010000.pt

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glysac-ema_0.9999_010000.pt

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