Datasets » Computer Vision » Biological and Physical Sciences (BPS) Microscopy Benchmark Training Dataset

Biological and Physical Sciences (BPS) Microscopy Benchmark Training Dataset Dataset for Machine Learning

Install DagsHub:

pip install dagshub

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To stream this data directly on DagsHub

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/bps_microscopy-dataset")

fs.listdir("s3://nasa-bps-training-data/Microscopy/")

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Description

Fluorescence microscopy images of individual nuclei from mouse fibroblast cells, irradiated with Fe particles or X-rays with fluorescent foci indicating 53BP1 positivity, a marker of DNA damage. These are maximum intensity projections of 9-layer microscopy Z-stacks.

Explore this dataset on DagsHub

Additional information

Documentation

https://docs.google.com/document/d/e/2PACX-1vTIjUPenLxVX0stErsBbK884QMJW_Ur1mqHJ9K3KIZl3klT90cxHDppsEvz5Z6Skdu13X8tzghqyWcN/pub

Update frequency

New fluorescence microscopy mouse fibroblast nuclei data is added whenever it is available.

Managed by

https://osdr.nasa.gov/

License

There are no restrictions on the use of this data.