Integrated Image Sensor and Light Convolutional Neural Network for Image Classification

Table 4

Experimental results using the CIFAR-10 dataset.

Model	Parameter ()	MFLOPs	Accuracy (%)
GoogLeNet [5]	6.9	1,582	83.1
ResNet-50 [7]	25.6	3,857	88.1
MobileNet [10]	4.2	569	85.6
All-CNN-C [19]	1.37	13,965	90.9
ELNet (proposed)	2.1	257	92.3