An AI assistant for the visually impaired integrates modules for friend detection, currency recognition, and image-to-text conversion into one single product. The distributed camera feed enables real-time processing of visual information. Voice commands serve as the primary interaction method for the visually impaired user. A specialized deep learning model has been trained for Indian currency recognition, providing accurate denomination counting. The friend detection module employs computer vision techniques, while the image-to-text conversion module relies on OCR algorithms for high-precision text extraction.
Follow the below steps to locally install PAB.
- Locally install Python 3.9 & git. Refer to the following video for more details - [https://www.youtube.com/watch?v=Xk-u7tTqwwY]
- git clone https://github.com/harshpv07/PAB_Vision.git
- Open command prompt in the root directory of the project and enter the following commands.
- pip install -r requirements.txt
- Run the .ipynb file
- On typing the above command, it will launch the app on your web browser.
- Done !!