TANet: A Tiny Plankton Classification Network for Mobile Devices

Table 5

Experiment 1 for the group number design of group convolution on plankton data (test set).

Network (groups)	Top-1 (%)	Top-5 (%)	Model size (kB)
TANet (8x)	76.7999	95.9666	733
TANet (4x)	76.3667	95.7666	603
TANet (2x)	75.4667	95.6666	538
TANet (1x)	75.6	95.6666	505

TANet (kx) means k channels are convoluted as a group for all layers.