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. Author manuscript; available in PMC: 2020 Jun 11.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2020 Mar 16;11320:113200V. doi: 10.1117/12.2548609

Table 2.

Schematic of the CNN method.

Layer Kernel size Input Size
Conv2D 3×3 39×39×159
Conv2D 3×3 37×37×256
Conv2D 3×3 35×35×256
Conv2D 3×3 33×33×512
Conv2D 3×3 33×33×512
Conv2D 3×3 31×31×1024
Conv2D 3×3 29×29×1024
Conv2D 3×3 27×27×1024
Global Avg. Pool 25×25 25×25×1024
Dense 256 neurons 1×1024
Dense Logits 1×256
Softmax Classifier 1×2