Cellpose-SAM is a powerful foundation model that is characterized by its ability to identify and segment cellular structures in native imaging resolution. However, deployment of such cell segmentation models can be limited by its compute power and compressing them to fit on low-power hardware is not trivial. We've managed to achieve compression by 6x and still keep its notable performance, making Cellpose-SAM deployable directly into your microscope.