Table 5. Convolution kernel size comparison experiment of the first layer.
Dataset
The size of the first convolution kernel
Accuracy
Fur_Recognition dataset
9×9
76.5
7×7
78.9
5×5
80.6
3×3
82.2
CIFAR-10 dataset
9×9
75.7
7×7
78.8
3×3
79.9
5×5
80.5