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