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🧬 FreqPath-Net: Frequency-aware Pathology Segmentation Network
This repository hosts the Datasets for FreqPath-Net, a deep learning framework designed for high-precision cell and tissue segmentation in histopathological images.
🧠 Dataset Overview
| Category | Dataset | Description | File |
|---|---|---|---|
| 🧫 Cell Segmentation | CPM17 · Kumar · MoNuSeg · PUMA · BBBC020 · DSB18 · CoNSeP · CPM15 · CryoNuSeg · PanNuke · TNBC · NuInsSeg | Histopathological images | cell/*.pth |
| 🩺 Other Medical Tasks | BUSI-WHU · PSFH · Brain Tumor MRI · Dataset-B · LIDC-IDRI · GlaS | Ultrasound / gland / CT segmentation benchmarks | other/*.pth |
All
.pthfiles are stored via Git LFS.
Each checkpoint corresponds to a model trained under the same backbone and fusion scheme, with dataset-specific fine-tuning.
📦 Usage
1️⃣ Clone or load from Hugging Face
git lfs install
git clone git remote add origin https://huggingface.co/datasets/huangjin520/FreqPath-Net-datasets
📬 Contact
For any questions or collaborations, please contact Jin Huang, Shengqian Wang or open an issue on GitHub.
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