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+ # Cell Segmentation Masks Dataset
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+
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+ This repository contains NumPy mask files generated using AutoSeg-SAM2 for cell segmentation experiments.
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+
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+ ## Dataset Structure
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+
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+ The dataset is organized by experiment type and image number:
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+
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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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+
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+ ## Experiments Included
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+
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+ ### Cdx2_Gata6_Oct4
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+ Images: image_1
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+
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+ ## Usage
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+ To load the NumPy mask files:
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+
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+ ```python
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+ import numpy as np
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+
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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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+
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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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+ ```
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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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+
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+ ## License
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+
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+ This dataset is provided under [specify license]. Please refer to the LICENSE file for more details.
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+
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+ ## Contact
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+ For questions or inquiries, please contact Komal Kumar.