An Efficient Anchor-Free Face Detector with Attention Mechanisms

Table 1

VAN backbone configurations.

Backbone config.	Numbers of blocks	Output channels	MLP ratios	Flops (G)	Params (M)
VAN-large	3, 5, 27, 3	64, 128, 320, 512	8, 8, 4, 4	55.0	44.3
VAN-base	3, 3, 12, 3	64, 128, 320, 512	8, 8, 4, 4	33.2	27.3
VAN-small	2, 2, 4, 2	64, 128, 320, 512	8, 8, 4, 4	15.4	13.7
VAN-tiny	3, 3, 5, 2	32.64.160, 256	8, 8, 4, 4	5.4	3.9
VAN-reduce (ours)	3, 3, 5, 2	16, 16, 40, 64	0.25, 0.25, 0.25, 0.25	0.3	0.1
VAN-realloc (ours)	3, 5, 3, 2	24, 48, 48, 80	0.25, 0.25, 0.25, 0.25	0.8	0.2