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README.md
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# Cell Segmentation Masks Dataset
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This repository contains NumPy mask files generated using AutoSeg-SAM2 for cell segmentation experiments.
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## Dataset Structure
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The dataset is organized by experiment type and image number:
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```
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{experiment_type}/
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└── image_{number}/
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└── cached_masks.npy
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```
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## Experiments Included
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### Cdx2_Gata6_Oct4
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Images: image_1
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## Usage
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To load the NumPy mask files:
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```python
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import numpy as np
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# Example for loading a mask file
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masks = np.load('Cdx2_Gata6_Oct4/image_1/cached_masks.npy', allow_pickle=True)
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```
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## File Format
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Each `.npy` file contains cell segmentation masks generated using AutoSeg-SAM2, a modification of the Segment Anything Model 2 (SAM2) for automated cell segmentation.
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## Citation
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If you use this dataset in your research, please cite:
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```
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@misc{yourarticle2025,
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title={Automated Cell Segmentation using SAM2},
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author={Kumar, Komal and [Other Authors]},
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year={2025},
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publisher={ArXiv},
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howpublished={\url{https://arxiv.org/abs/xxxx.xxxxx}}
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}
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```
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## License
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This dataset is provided under [specify license]. Please refer to the LICENSE file for more details.
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## Contact
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For questions or inquiries, please contact Komal Kumar.
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