AI-Powered Banknote Identification System for Visually Impaired

Overview

The AI-Powered Banknote Identification System for Visually Impaired is an innovative project aimed at providing a solution for individuals with visual impairments to independently identify and distinguish different denominations of Indian banknotes. Empowering the visually impaired, this system uses advanced ML and computer vision for real-time Indian banknote recognition. A user-friendly interface provides instant, voice-guided identification, fostering financial independence in a seamless experience.

Features

• Banknote Recognition: The system utilizes advanced computer vision algorithms and machine learning techniques to accurately recognize and distinguish various banknote denominations.

• User-Friendly Interface: Designed with accessibility in mind, the interface ensures ease of use for individuals with visual impairments, allowing them to interact with the system effortlessly.

• Real-time Identification: Enables real-time identification of banknotes, providing immediate feedback to users.

• Voice output: Provides Gen-AI voice feedback to the users to assist them.

How It Works

1. Input: Users can capture banknote images using the device's camera or input images from other sources.

2. Processing: The captured images are processed through the AI algorithms, extracting key features for banknote identification.

3. Output: The system provides audio feedback or text-to-speech output, informing users about the denomination of the banknote.

Installation

To get started with the AI-Powered Banknote Identification System, follow these steps:

1. Clone the Repository:

   git clone https://github.com/sanjai-11/AI-Powered-Banknote-Identification-System.git

2. Install Dependencies:

   pip install -r requirements.txt

3. Run the System:

   python main.py

Usage

1. Classification of Indian Bankenotes.
2. Verfies its originality.
3. Receive real-time feedback on the banknote denomination.