TANet: A Tiny Plankton Classification Network for Mobile Devices

Table 1

Design architectures and evaluation on plankton dataset. Our experiments are based on the caffe [32] framework, and the model size indicates the size of the hard disk space actually occupied by the caffe model. Inference time is measured on the NVIDIA GeForce Titan X Pascal 12 GB.

Network	Top-1 (%)	Top-5 (%)	Inference time (ms)	Model size (kB)
Figure 4(a)	75.9	95.6	21.6	642
Figure 4(b)	76.1	95.9	27.3	642
Figure 4(c) (TANet)	76.5	96.3	31.8	648