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ruthwikpabbu/facial-emotion-detector

sourceHugging Faceupdated 6mo agoView on Hugging Face
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App README

Facial Emotion Detector

Live demo: https://huggingface.co/spaces/ruthwikpabbu/facial-emotion-detector

A CNN-based facial emotion classifier built with Python, OpenCV, Keras, and FastAPI.

Detects 7 emotions: angry, disgust, fear, happy, neutral, sad, surprise.

Stack

  • —Python, OpenCV, Keras (TensorFlow), scikit-learn, NumPy
  • —FastAPI + Jinja2 web interface
  • —CNN trained on FER-2013 dataset

Run Locally

bash
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
python train.py path/to/fer2013.csv
uvicorn app.main:app --reload