https://ethanadp.github.io/portfolio/tags/deep-learning/ Recent content in Deep Learning on Ethan de Para Hugo -- gohugo.io en-us https://ethanadp.github.io/portfolio/post/facial-expression-ai/ Mon, 01 Jan 0001 00:00:00 +0000 https://ethanadp.github.io/portfolio/post/facial-expression-ai/ In this project, I developed a Convolutional Neural Network (CNN) using Keras and TensorFlow to detect facial keypoints and expressions. The goal of the project was to accurately predict the expression and corresponding facial keypoints for a given image of a human face. The dataset used for training and testing the model included images of faces with different expressions, with a total of approximately 27000 images split across 5 different emotions plus keypoints.