TANet: A Tiny Plankton Classification Network for Mobile Devices

Figure 6

A comparison of top-1 accuracy between TANet without attention mechanism and group convolution (model 1), TANet without group convolution (model 2), and TANet (model 3). Different convolution groups will get different sizes of TANet (model 3). By changing the number of channels in model 1 and model 2, models with the same size as model 3 can be obtained. The numbers within the parentheses in the x-axis indicate (the number of convolution groups, the number of model sizes).