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license: cc-by-4.0 |
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deepcell/flow-image-pairs |
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Short description: |
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Pairs of real 3D-flow brightfield captures for the same cells, to quantify rotation invariance. |
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Description: |
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Image Pairs consists of 2,000 cells imaged in the Deepcell REM-I microfluidic flow system (85 % Jurkat, 10 % CAOV3, 5 % MNT-1). Each pair shares cell identity but differs in 3D orientation and focal effects. This dataset measures embedding robustness under true rotation and imaging variability. Some frames include debris; no manual filtering has been applied to preserve realistic noise. |
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The ZIP files contain the cell images in PNG format, the Parquet files contain the HFM, ImageNet and CellProfiler embeddings for those images. |
