Classification of Metro Facilities with Deep Neural Networks

Table 1

The outline of the proposed network architecture.

Type	Patch size/stride or remarks	Input size
conv	3×3 / 2	299×299×3
conv	3×3 / 1	149×149×32
conv padded	3×3 / 1	147×147×32
pool	3×3 / 2	147×147×64
conv	3×3 / 1	73×73×64
conv	3×3 / 2	71×71×80
conv	3×3 /1	35×35×192
Inception module	3×Inception	35×35×288
Inception module	5×Inception	17×17×768
Inception module	2×Inception	8×8×1280
pool	8×8	8×8×2048
linear	logits	1×1×2048
softmax	classifier	1×1×1000