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Image Filter Project – Python

The Image Filter Project is a Python-based application designed to enable users to apply a variety of image filters to their images. This versatile tool allows users to select an image from their device, capture an image using their webcam, or utilize a default image. The application offers several filter options, including grayscale, inverted, blur, sketch, watercolor, and pencil sketch.

Features

Image Selection: Users can choose to:

  • Select from Device: Browse and open an image file from their computer.
  • Capture Image: Use the webcam to capture a new image.
  • Default Image: Use a pre-defined default image.

Filter Options: Users can apply the following filters to their selected image:

  • Grayscale: Convert the image to grayscale.
  • Inverted: Invert the colors of the image.
  • Blur: Apply a blur effect to the image.
  • Sketch: Convert the image to a pencil sketch.
  • Watercolor: Apply a watercolor effect to the image.
  • Pencil Sketch: Create a detailed pencil sketch of the image.

Prerequisites

To run this project, ensure that you have the following software installed:

  • Python 3.x
  • Pillow: pip install pillow
  • OpenCV: pip install opencv-python
  • NumPy: pip install numpy
  • Tkinter

Instalation

  1. Clone the Repository

    git clone https://github.com/AmishiDesai04/image_filter_project.git
cd image_filter_project

  2. Install the Required Libraries

    pip install pillow opencv-python numpy

Usage

  1. Run the Application

    python final.py

  2. Select an Image:

    • From Device: Choose the "Select from your device" option and browse to select an image file.
    • Capture Image: Choose the "Capture Image" option to use the webcam. Follow the on-screen instructions to capture an image.
    • Default Image: Choose the "Default Picture" option to use the predefined image.

  3. Apply Filters: Use the provided buttons to apply different filters to the selected image:

    • Inverted
    • Gray Scale
    • Blur
    • Sketch
    • Water Color
    • Pencil Sketch

  4. Exit: Click the "Exit" button to close the application.

Application Layout

image

Authors

This project is co-owned by: @AmishiDesai04 @chahelgupta @reneeka

Please don't hesitate to offer suggestions, report any issues you encounter, share your feedback, or engage in any other form of communication! Your input is highly valued and appreciated.