Cellpose-SAM Quantization Achieves 6.76x Compression With Zero Failures

A systematic post-training quantization evaluation of the Cellpose-SAM segmentation model achieved 6.76x compression with W4/W8 mixed precision and zero failures across imaging modalities, enabling iPSC microscopy segmentation on lab CPUs and edge devices.

2026-09-21 ~ 2026-09-21 · 2 related posts

• Quantized Cellpose-SAM: 6.76x Smaller With No Failures on Stem Cell Microscopy — gsarti_ · 2026-09-21
• Quantizing Cellpose-SAM for stem cell imaging: W4/W8 hits 6.76x compression with zero failures — capicu-ai · 2026-09-21