The objective of the project is to detect facial expression using image dataset. Convolutional Neural Network is used to classify the images. The output class consists of 7 different types namely angry, disgust, fear, happy, neutral, sad, surprise.
The training archive contains 7 different type of human emotions
Dataset link: https://www.kaggle.com/datasets/aadityasinghal/facial-expression-dataset
Environment: Google Colab
The directory structure:
Facial-Emotions-Detection/
├── train/
├── train/
│ ├── angry/
│ ├── disgust/
│ ├── Training_10371709.jpg
│ ├── Training_10598340.jpg
│ ├── :
│ ├── surprise/
└── test/
main/
└── facial_emotions_detection.ipynb