Artificial Intelligence-Based Breast Cancer Diagnosis Using Ultrasound Images and Grid-Based Deep Feature Generator -- 2

I'm reaching out to you because I'm in need of a freelance programmer with experience in machine learning. Specifically, I'm looking for someone who can help me train a machine learning model on a breast ultrasound image dataset. I have a research paper that describes the model I want to use, and it's called the "Grid-Based Deep Feature Generator." The model is designed to identify breast cancer from images as malignant, benign, or normal.
Here's what I'm looking for:
Train the model on a dataset of breast ultrasound images
Validate the model's accuracy and performance on a separate test set
Provide me with the trained model and any necessary code or documentation
Plot two graphs that are given in the paper
Write the code in Python.