Image-to-Sketch Web Application

This web application allows you to easily convert regular images into high-quality pencil sketches using computer vision techniques.

Features

• Upload any image file
• Convert images to high-quality pencil sketches
• Adjustable sketch parameters (e.g., sketch intensity, color adjustments)
• Real-time preview of the sketch
• Download the converted sketch in multiple formats

Technologies Used

• Python 3.x
• OpenCV (cv2) - For image processing
• Streamlit - For building the web interface
• NumPy - For numerical operations

Installation

Follow the steps below to set up the project:

1. Clone the repository:

   git clone https://github.com/protyayofficial/Image-Sketch.git

2. Navigate to the project directory:

   cd Image-Sketch

3. Install the required dependencies:

   pip install -r requirements.txt

Usage

To run the web application:

1. Start the application with Streamlit:

   streamlit run app.py

2. Open your browser and go to http://localhost:8501.

3. Upload an image you want to convert into a sketch.

4. Adjust the sketch parameters to customize the output.

5. Download the generated pencil sketch to your device.

Requirements

Ensure you have the following installed:

• Python 3.6+
• opencv-python
• streamlit
• numpy

License

This project is licensed under the MIT License.

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Happy sketching! ✨