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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
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BMC Bioinformatics

ISSN: 1471-2105

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