Table 1 E-mobilenet network structure.

From: A lightweight network for traffic sign detection via multiple scale context awareness and semantic information guidance

Input

Operator(size)

t

out

ECANet

NL

s

608\(\times\)608\(\times\)3

Conv2d, \(3\times 3\)

–

16

–

HS

2

304\(\times\)304\(\times\)16

E- block, \(3\times 3\)

1

16

−

RE

1

304\(\times\)304\(\times\)16

E- block, \(3\times 3\)

4

24

–

RE

2

152\(\times\)152\(\times\)24

E- block, \(3\times 3\)

3

24

–

RE

1

152\(\times\)152\(\times\)24

E- block, \(5\times 5\)

3

40

\(\checkmark\)

RE

2

76\(\times\)76\(\times\)40

E- block, \(5\times 5\)

3

40

\(\checkmark\)

RE

1

76\(\times\)76\(\times\)40

E- block, \(5\times 5\)

3

40

\(\checkmark\)

RE

1

76\(\times\)76\(\times\)40

E- block, \(3\times 3\)

6

80

–

HS

2

38\(\times\)38\(\times\)80

E- block, \(3\times 3\)

2.5

80

–

HS

1

38\(\times\)38\(\times\)80

E- block, \(3\times 3\)

2.3

80

–

HS

1

38\(\times\)38\(\times\)80

E- block, \(3\times 3\)

2.3

80

–

HS

1

38\(\times\)38\(\times\)80

E- block, \(3\times 3\)

6

112

\(\checkmark\)

HS

1

38\(\times\)38\(\times\)112

E- block, \(3\times 3\)

6

112

\(\checkmark\)

HS

1

38\(\times\)38\(\times\)112

E- block, \(5\times 5\)

6

160

\(\checkmark\)

HS

2

19\(\times\)19\(\times\)160

E- block, \(5\times 5\)

6

160

\(\checkmark\)

HS

1

19\(\times\)19\(\times\)160

E- block, \(5\times 5\)

6

160

\(\checkmark\)

HS

1

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