README.md

metadata

title: DigitVision
emoji: 🔢
colorFrom: blue
colorTo: purple
sdk: docker
sdk_version: '3.11'
app_file: app.py
pinned: false

DigitVision

Handwritten Digit Recognition with CNN

A full-stack web application for recognizing handwritten digits using a trained CNN model with 98% accuracy.

Features

• Upload digit images for prediction
• Draw digits on canvas with pencil/eraser tools
• Real-time predictions with confidence scores
• Modern neon-themed UI with particle animations
• Sign in/Sign up functionality

Tech Stack

• Backend: Flask, TensorFlow, Keras
• Frontend: HTML, CSS, JavaScript, Bootstrap
• Model: CNN trained on MNIST dataset (98% accuracy)

Usage

1. Visit the app
2. Sign in or sign up
3. Upload a digit image or draw one
4. Get instant predictions!