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Datasets:
gavinlouuu
/
dc_cells

Tasks:
Image Segmentation
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1

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20260331_cells

Cell image dataset in HDF5 format with per-frame masks and metadata.

Layout

Each .h5 file contains:

  • /experiment_info/background: (1, 96, 512) uint8
  • /valid_frames/images: (N, 96, 512) uint8
  • /valid_frames/masks: (N, 96, 512) uint8
  • /valid_frames/metadata: structured table
  • /invalid_frames/images: (M, 96, 512) uint8
  • /invalid_frames/masks: (M, 96, 512) uint8
  • /invalid_frames/metadata: structured table

Metadata fields: index, timestampNs, deformability, area, areaRatio, ringRatio, isValid, touchesBorder, hasSingleInnerContour, inRange, innerContourCount, brightness_q1, brightness_q2, brightness_q3, brightness_q4

Notes

  • valid_frames/metadata.isValid = 1
  • invalid_frames/metadata.isValid = 0
  • Some invalid-frame ringRatio values may be NaN.

License and Usage

This dataset is released under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0).

  • Commercial use is not permitted.
  • Any use must include acknowledgment/citation of the dataset creators.

Files

See manifest.csv for per-file size and frame counts.

metadata.parquet provides frame-level metadata for Data Studio filtering/search.
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