Table 2.

YOLO V3 hyper parameters.

Type	Filters	Size	Output
Convolutional	32	3 × 3	256 × 256
Convolutional	64	3 × 3/2	128 × 128
Convolutional	32	1 × 1
Convolutional	64	3 × 3
Residual			128 × 128
Convolutional	128	3 × 3/2	64 × 64
Convolutional	64	1 × 1
Convolutional	128	3 × 3
Convolutional	256	3 × 3/2	32 × 32
Convolutional	128	1 × 1
Convolutional	256	3 × 3
Residual			32 × 32
Convolutional	512	3 × 3/2	16 × 16
Convolutional	256	1 × 1
Convolutional	512	3 × 3
Residual			16 × 16
Convolutional	1,024	3 × 3/2	8 × 8
Convolutional	512	1 × 1
Convolutional	1,024	3 × 3
AVG pool		GLOBAL
Connected		1,000
Soft max