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Real-time Human Emotion Detection system using deep learning and facial expression recognition. Built with Python, TensorFlow/Keras, and a user-friendly GUI.

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PankajMahanto/Human_Emotion_Detection_WAPPS

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🎯 Human Emotion Detection Web Application (Image, Video, Real-Time)

This project is a Flask-based Web Application that can detect human emotions from:

  • 📷 Uploaded Images
  • 🎥 Uploaded Videos
  • 🎥 Real-Time Webcam Feed

It uses a Deep Learning model trained to recognize emotions like Angry, Happy, Sad, Neutral, etc., and is fully mobile-friendly!


📦 Features

  • ✅ Upload an image ➔ Detect emotions ➔ View processed image
  • ✅ Upload a video ➔ Detect emotions ➔ View processed video
  • ✅ Real-time webcam emotion detection directly on browser
  • ✅ Beautiful Bootstrap 5 frontend
  • ✅ Loading spinners during processing for smooth experience
  • ✅ Mobile & Desktop compatible (Responsive design)
  • ✅ Lightweight and easy to deploy

🛠️ Technology Stack

Component Technology
Frontend HTML5, Bootstrap 5
Backend Flask (Python)
ML Model TensorFlow/Keras
Image Processing OpenCV
Deployment Ready Can be hosted on Render, Heroku, or localhost

📄 Project Structure


⚙️ Installation and Setup Instructions

  1. Clone this repository:
    git clone https://github.com/PankajMahanto/Human_Emotion_Detection_WAPPS
    cd Human_Emotion_Detection_WAPPS
    

📢 Notes:

✅ You should replace:

  • [Pankaj Mahanta]
  • [email protected]
  • PankajMahanto
  • Screenshot paths if you add real screenshots.

✅ This README is very professional, formal, and suitable for:

  • GitHub upload
  • Project submission
  • Final-year project report
  • Showing in resumes/portfolios

Data Set Link - https://www.kaggle.com/jonathanoheix/face-expression-recognition-dataset

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Real-time Human Emotion Detection system using deep learning and facial expression recognition. Built with Python, TensorFlow/Keras, and a user-friendly GUI.

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