🎭 Face Recognition Attendance System

A Face Recognition Attendance System using Python, TensorFlow, Keras, OpenCV, and SQLite3 to automate and secure attendance tracking.

🚀 Features

🔹 Real-Time Face Recognition using MTCNN & Deep Learning

🔹 Automated Attendance Logging in an Excel Sheet

🔹 Secure Authentication with Master Face Print

🔹 Multi-Face Detection with Feature Mapping

🔹 Editable Attendance Records with Secure Access

🔹 Auto Daily Log Creation to Prevent Data Overwrite

---

📌 Project Overview

🔹 This system utilizes MTCNN to extract 128 facial feature maps and generates a 3D grid structure for accurate facial recognition.

🔹It will be seen as something like this

🔹 Designed to provide an automated attendance system that records students' attendance in an Excel sheet.

---

🛠 Technologies Used

🐍 Programming Language: Python

📦 Libraries & Frameworks:

• 🧠 TensorFlow
• 🔬 Keras
• 📊 SQLite3
• 🖥️ Tkinter
• 🔍 OpenCV
• 🤖 MTCNN (for facial mapping)

---

⚡ How to Run the Project

Run the files in the following order:

!python main.py  
!python Auth.py  
!python screen.py

---


## 🏗 Installation & Setup

### 1️⃣ Clone the Repository
```bash
 git clone https://github.com/IshanGupta09/Face-Recognition-Attendance-System-by-Ishan.git
 cd Face-Recognition-Attendance-System-by-Ishan

2️⃣ Install Dependencies

pip install -r requirements.txt

3️⃣ Run the System

python main.py
python Auth.py
python screen.py

---

📌 Usage Guide

Action	Command
Add New Entry	python Add_New.py
Recognize & Verify	python Recog.py
Check Attendance	python attendance.py

---

🖥 Tested on

Component	Version
OS	Ubuntu 19.04
Python	3.7.4
TensorFlow	1.15.0
Keras	2.3.0
Tkinter	8.6
NumPy	1.16.1
OpenCV	4.1.2
pyttsx3	2.71

---

✨ Features

✅ Daily Auto-Saving: Attendance records are saved in a new Excel sheet every day.

✅ Master Face Authentication: Only authorized personnel can edit attendance.

✅ Multi-Face Detection: Supports multiple faces and prevents duplicate entries.

✅ Secure Attendance Logging: Eliminates unauthorized changes.

🔮 Future Scope

✅ Automated In/Out Timing for Payroll Integration

✅ Cloud-Based Attendance System

✅ Improved UI with Web Integration

📌 Contributions & Feedback are Welcome!

💡 Feel free to fork the repository and contribute!

🐞 Found a bug? Report it under Issues.

💡 Star ⭐ this Repo if You Found it Helpful!