Image Processor

Project Overview

Image Processor is a Python-based project that provides two powerful image manipulation modules:

Module 1: Text Extraction and Image Modification

This module enables users to:

• Read text from an input image
• Replace a specific word in the extracted text
• Paste the modified text back onto the original image

Key Features

• Image text extraction
• Word replacement
• Text overlay on images

Module 2: Text to Image Conversion

This module allows users to:

• Read text from a text file
• Convert the text into an image
• Generate the image with a white background

Key Features

• Text file reading
• Text-to-image generation
• Customizable image creation

Technologies and Libraries

The project leverages the following Python libraries and technologies:

• OpenCV (cv2): For image processing and manipulation
• Pillow: Image handling and creation
• NumPy: Numerical computing and array operations
• Lama Parser API: Text extraction and parsing

Prerequisites

• Python 3.8+
• pip package manager

Installation

1. Clone the repository

git clone https://github.com/YASH-Prakhar/image-processor.git

2. Install required dependencies

pip install -r requirements.txt

Usage

Module 1: Text Replacement in Image

from image_processor import TextReplacementModule

# Initialize the module
processor = TextReplacementModule()

# Process image
result_image = processor.replace_word('input_image.jpg', 'old_word', 'new_word')
result_image.save('output_image.jpg')

Module 2: Text to Image Conversion

from image_processor import TextToImageModule

# Initialize the module
converter = TextToImageModule()

# Convert text file to image
converter.text_to_image('input_text.txt', 'output_image.png')

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

Contact

Your Name - Prakhar Kabra

Contributors - Sanika Patade, Ishita Porwal

Project Link: https://github.com/YASH-Prakhar/ImageProcessor