Facial Expression Recognition Using Attentional Convolutional Network

Research Paper, ACN.

Datasets

This implementation uses the following datasets:

• FER2013

Prerequisites

Make sure you have the following libraries installed:

• PyTorch >= 1.1.0
• torchvision == 0.5.0
• OpenCV
• tqdm
• Pillow (PIL)

Repository Structure

This repository is organized as follows:

• main: Contains setup for the dataset and training loop.
• visualize: Includes source code for evaluating the model on test data and real-time testing using a webcam.
• deep_emotion: Defines the model class.
• data_loaders: Contains the dataset class.
• generate_data: Setting up dataset