/derain_dehaze

Deraining, Defogging, and Desnowing of Images and Videos

DRDO POC

Installation Process

  • Assuming the user has Python version>=3.10.9 installed and added to the path.
  • Users are recommended to use PowerShell throughout the installation process.

Virtual Environment Creation

  • Create a virtual environment using the following command:
python -m venv name_of_your_env

Virtual Environment Activation

  • Navigate to the newly created virtual environment directory and run the appropriate command based on your shell:
# For PowerShell
scripts/activate.ps1
# For Command Prompt
scripts/activate.bat

Clone the Project

  • Clone the repository using the following command:
git clone https://github.com/INAI-IIIT/DRDO_POC.git

Installing the Requirements.txt File

  • Navigate to the project directory and install the requirements using the command below:
pip install -r requirements.txt

Download the Essential Files (Weight Files)

  • Download the files from the following link and place them in the project root directory: Download weight files

Run the Application

  • After successful execution of all the above steps, the app is ready to use.

  • There are currently two modes of the application:

    • Deraining Mode (to initialize the application in this mode use the syntax):

      python app.py --weights derain

    • Defogging Mode (to initialize the application in this mode use the syntax):

      python app.py --weights defog

  • The Flask application will commence and will be accessible at the following address:

    • http://127.0.0.1:5005/
    • The above link will open a webpage through which images and videos can be uploaded and processed.