Extended Data Fig. 2: Additional segmentation performance characteristics of compared methods.
From: CelloType: a unified model for segmentation and classification of tissue images
a) CelloType performance using varying amount of training data. AP and AP50 values as a function of the amount of training data. CelloType was trained using various amounts of the training data from the TissueNet (left) and Cellpose Cyto (right) datasets. b) Memory usage and running time of the compared methods on the TissueNet (top) and Cellpose Cyto (bottom) datasets. Benchmarking experiments were run using a Dell workstation with an Intel Xeon 6342 CPU (24 cores) and 4 Nvidia A100 GPUs.
