Graph-Summary-Generator

A cutting-edge solution for summarizing graph images using deep learning, OCR, and image processing techniques. The system effectively classifies different types of graphs using a CNN model, and writes short summary about graph in a clear and concise paragraph-like format.

Features

• Classifies different types of graphs using a CNN model
• Detects text within the images using AWS OCR
• Utilizes OpenCV and Numpy for accurate detection of the graph's axes and separation of the x-axis and y-axis labels
• Generates a comprehensive summary of the input graph's labels, title, and other important information in a clear and concise paragraph-like format

Requirements

• Python 3.x
• TensorFlow
• OpenCV
• Numpy
• AWS OCR

Installation

Clone this repository to your local machine and run the following commands to install the required packages:

pip install tensorflow
pip install opencv-python
pip install numpy
pip install boto3

Usage

Run the following command to start the Graph Summary Generator:

python main.py

Outputs

Contributing

Contributions are welcome! If you would like to contribute to this project, please create a pull request.

License

This project is licensed under the License.