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Retention-Constrained Post-Training Quantization of Cellpose-SAM for Stem Cell Microscopy

Romero, Sebastián A. Cruz
arXiv (All) · Papers
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emerging-technologiesmedical-physicsquantitative-methods
Induced pluripotent stem cell (iPSC) culture increasingly relies on segmentation foundation models, yet deployment on laboratory CPUs and edge hardware requires compression schemes that are both efficient and auditable. We present a deployment-oriented evaluation of compressed Cellpose-SAM using a p
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