Table 3. Parameter settings of each layer of the network (corresponding to the fur dataset).

Layer type Convolution kernel size/pooling domain size Number of kernels Step size Activation function / Pooling method
Input - - - -
Conv1 5×5 32 1 Leaky ReLU
Pool1 2×2 - 2 Max pooling
Conv1 3×3 32 1 ReLU
Pool1 2×2 - 2 Max pooling
Conv1 3×3 64 1 ReLU
Pool1 2×2 - 2 Max pooling
FC - - - -
Output - - - -