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Table 8 The comparisons of computational efficiency

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

Dataset Volume (μm3) Becker [15] Sun [18] Our approach
   Segmentation Detection Segmentation Detection Segmentation
ATUM 15.2 ×17.2 ×8.9 - 48 mins 154 mins 70 mins 185 mins
FIB 5.1 ×3.8 ×0.8 30 mins - 2 mins 6 mins
  1. The test time was calculated on the same desktop equipped with an Intel i7-4790 CPU of 32 GB memory and a GeForce Titan X GPU