**4. Experiment and results**

In this section, we describe our experiment, analyse the experimental results obtained and then compare the obtained results with the other networks results produced for the same purpose.

#### **4.1 Setup the experiment**

The experiment was implemented in MATLAB R2020a on a PC with Intel⊗R, Dual-Core i7–7700 at 3.60 GHz CPU, 64 GB RAM, and NVIDIA GeForce GTX.

1070 GPU. The experiment was carried out using our IHC dataset images as follows;


#### **4.2 Results analysis**

#### *4.2.1 Traing Progress analysis*

The evaluation of proposed detector accuracy and loss function over training time on our IHC dataset images is shown in **Figure 4**. After each training epoch, the accuracy and the loss function were calculated on the training and validation sets to


**Table 1.** *Hyperparameter.*
