Spaces:
Sleeping
Sleeping
Add Hugging Face metadata to README
Browse files
README.md
CHANGED
|
@@ -1,2 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
# DigitVision
|
| 2 |
Handwritten Digit Recognition with CNN
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: DigitVision
|
| 3 |
+
emoji: 🔢
|
| 4 |
+
colorFrom: blue
|
| 5 |
+
colorTo: purple
|
| 6 |
+
sdk: docker
|
| 7 |
+
sdk_version: "3.11"
|
| 8 |
+
app_file: app.py
|
| 9 |
+
pinned: false
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
# DigitVision
|
| 13 |
Handwritten Digit Recognition with CNN
|
| 14 |
+
|
| 15 |
+
A full-stack web application for recognizing handwritten digits using a trained CNN model with 98% accuracy.
|
| 16 |
+
|
| 17 |
+
## Features
|
| 18 |
+
- Upload digit images for prediction
|
| 19 |
+
- Draw digits on canvas with pencil/eraser tools
|
| 20 |
+
- Real-time predictions with confidence scores
|
| 21 |
+
- Modern neon-themed UI with particle animations
|
| 22 |
+
- Sign in/Sign up functionality
|
| 23 |
+
|
| 24 |
+
## Tech Stack
|
| 25 |
+
- **Backend**: Flask, TensorFlow, Keras
|
| 26 |
+
- **Frontend**: HTML, CSS, JavaScript, Bootstrap
|
| 27 |
+
- **Model**: CNN trained on MNIST dataset (98% accuracy)
|
| 28 |
+
|
| 29 |
+
## Usage
|
| 30 |
+
1. Visit the app
|
| 31 |
+
2. Sign in or sign up
|
| 32 |
+
3. Upload a digit image or draw one
|
| 33 |
+
4. Get instant predictions!
|