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Table 1 MobileNetV3-large construction method diagram

From: Real-time fire detection algorithms running on small embedded devices based on MobileNetV3 and YOLOv4

Input

Operator

#exp

Out

SE

NL

Stride

4162 × 3

Conv2d

–

16

–

HS

2

2082 × 16

bneck

16

16

–

RE

1

2082 × 16

bneck

64

24

–

RE

2

1042 × 24

bneck

72

24

–

RE

1

1042 × 24

bneck

72

40

1

RE

2

522 × 40

bneck

120

40

1

RE

1

522 × 40

bneck

120

40

1

RE

1

522 × 40

bneck

240

80

–

HS

2

262 × 80

bneck

200

80

–

HS

1

262 × 80

bneck

184

80

–

HS

1

262 × 80

bneck

184

80

–

HS

1

262 × 80

bneck

480

112

1

HS

1

262 × 112

bneck

672

112

1

HS

1

262 × 112

bneck

960

160

1

HS

2

132 × 160

bneck

960

160

1

HS

1

132 × 160

bneck

960

160

1

HS

1

132 × 160

Conv2d

–

960

–

HS

1

132 × 960

Pool

–

–

–

 

1

12 × 960

Conv2d

–

1280

–

HS

1

12 × 1280

Conv2d

–

1000

–

 

1