A CNN ensemble with frozen ImageNet encoders achieves F1 0.89 on the LIVECell phase-contrast benchmark after training mostly on brightfield images, and outperforms four methods on a 10-image brightfield comparison.
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High-Throughput Low-Cost Segmentation of Brightfield Microscopy Live Cell Images
A CNN ensemble with frozen ImageNet encoders achieves F1 0.89 on the LIVECell phase-contrast benchmark after training mostly on brightfield images, and outperforms four methods on a 10-image brightfield comparison.