Deep Learning Approach for Ascaris lumbricoides Parasite Egg Classification

Figure 1

Creating the (a) convolution layer is the function of the convolution layer and pooling, which contains the import image and filter feature map obtained by finding the relationship between the images imported to the kernel; then, reducing the size by pooling using a (b) filter is an example of the performance of the ReLu activation function. This function is inserted in the convolution process to send the learning value back as far as possible.

(a)

(b)