https://github.com/youcy03/fingerprint_model
Final Year Project – Fingerprint Recognition using deep learning models (Flask App)
https://github.com/youcy03/fingerprint_model
biometrics cnn computer-vision deep-learning fingerprint-recognition flask flask-application grad-cam keras tensorflow
Last synced: 3 months ago
JSON representation
Final Year Project – Fingerprint Recognition using deep learning models (Flask App)
- Host: GitHub
- URL: https://github.com/youcy03/fingerprint_model
- Owner: youcy03
- Created: 2025-05-27T14:50:31.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-06-30T16:15:39.000Z (3 months ago)
- Last Synced: 2025-06-30T17:28:55.611Z (3 months ago)
- Topics: biometrics, cnn, computer-vision, deep-learning, fingerprint-recognition, flask, flask-application, grad-cam, keras, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 16.1 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🧠 Fingerprint Recognition using Deep Learning and Flask
This is my final year project for fingerprint recognition using Convolutional Neural Networks (CNN). The app is built using Python and deployed with Flask.
## 📁 Project Structure
fingerprint_model/
├── app/
│ ├── app.py
│ ├── utils.py
│ ├── static/ (icons, CSS, uploads...)
│ ├── templates/ (HTML frontend)
│ └── model/ (trained model and encoder)
├── training/
│ └── notebook.ipynb (model training notebook)
├── requirements.txt
├── README.md
## 🔧 Features
- CNN model trained on SOCOFing dataset
- Flask web interface to upload fingerprint images
- Prediction of user ID from fingerprint
- Custom UI with sounds and feedback icons
## 🚀 Installation
```bash
pip install -r requirements.txt
cd app
python app.py
```
## 📸 Preview
### Homepage
### Prediction Result
🧠 Tech Stack
Python
TensorFlow / Keras
Flask
OpenCV
HTML/CSS
## 👩💻 Author
**Bachri Yousra**
[GitHub](https://github.com/youcy03) – [Email](mailto:yousra.bachri03@gmail.com)