Text extraction from a 16-segment display using computer vision techniques.
Text_Detector
is designed to detect and extract text from videos and images, especially from a 16-segment display. The project utilizes OpenCV for image and video processing and EasyOCR for text recognition. A Flask-based UI is also provided for visualization.
git clone https://github.com/Dv04/Text_Detector
cd Text_Detector
pip install -r requirements.txt
python ComputerVision/CameraVision.py
python ComputerVision/ComputerVision.py
python ComputerVision/ImageVision.py
python ui/app.py
Then access the UI at http://127.0.0.1:5000/
.
ImageVision.py
for detecting text inside red boxes.The web UI is built using Flask, allowing users to visualize text detection results:
For a detailed walkthrough of the UI components, view the code in the ui
directory.
Before contributing, please review the guidelines in CONTRIBUTING.md. Adherence to these rules ensures smooth collaboration and code integration.