TANet: A Tiny Plankton Classification Network for Mobile Devices

Table 6

Experiment 2 for the group number design of group convolution on plankton data (test set).

Network (groups)	Top-1 (%)	Top-5 (%)	Model size
TANet (1)	76.0666	95.3666	1.75 M
TANet (2)	77.5666	96.2666	1.15 M
TANet (4)	76.8333	96.2666	823 kB
TANet (8)	76.5333	96.2666	648 kB
TANet (16)	74.2667	96.2666	560 kB

TANet (k) means that the channel of the feature map is divided into k groups for all layers.