Shu

Introduction

Shu is the script use for build deep learning model. This model is the core of the In0ri system to classififer images.

• screenshot.py uses for screenshot interface website.
• Model training.ipynb uses for training model.

Requirement

• Python3 (version >=3.6)

Installation

Change filename contain URLs

Edit the file screenshot.py

myfile = open("govt_urls_full.txt", "r") //govt_urls_full.txt is filename

Usage

Screenshot.

Installing the required packages:

sudo apt-get install -y chromium-chromedriver
python3 -m pip install webdriver-manager
python3 -m pip install selenium
python3 -m pip install Pillow

Run the file:

python3 screenshot.py

Model training

Before start, you need upload your dataset to your Google Driver with structure such as:

/dataset/Training/clean
/dataset/Training/defaced
/dataset/Test/clean
/dataset/Test/defaced

Afterall, import Model training.ipynb to Goodle Colab and running