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Table 3 Detection results of Faster R-CNN based on different models

From: Effective automated pipeline for 3D reconstruction of synapses based on deep learning

Dataset EM Size Model AP Rate
(A) Cortex ATUM-SEM 1000×1000 ZF 82.0% 9 fps
    VGG16 83.2% 3 fps
    ResNet50 84.1% 4 fps
(B) Hippocampus FIB-SEM 500×500 ZF 86.8% 36 fps
    VGG16 87.4% 12 fps
    ResNet50 90.9% 16 fps