Robust Automatic Facial Expression Recognition A collection of scripts for implementation of a system for detecting facial expressions in images.
Working area for project implementing automatic facial expression recognition.
Using Tensorflow
Datasets are JAFEE and CK+
Work in progress...
Files for loading data stored on the disk
Files for processing images. Using mainly opencv and numpy. This includes resizing, rescaling, edge detection and Color to Greyscale.
Extracting faces in the image. Mainly Harr Cascade Classifiers
Creating features from the extracted face. Identifying eyes, mouth, frequency domain transormations.
Classifying the emotion in the image using machine learning models.