Author

Billy Moore

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Open access Aug 2026

DEEPFIN: A deep learning tool for fish image classification from unlabeled data

DEPFIN is an annotation-free image analysis pipeline that combines foreground segmentation, frozen pretrained convolutional encoders, non-linear dimensionality reduction, and density-based clustering for extracting biological structure from the growing volumes of unlabeled fish imagery.

Alexandru Mihai, Billy Moore, Marleen Klann et al. · iScience · 0 citations