/Maschnielles-Lernen

This repository contains the project of the lecture machine learning of the cooperative state university Stuttgart. The goal is to develop a convolutional neural network (CNN) for image processing. In this project a data set with different emotions of faces in the shape of 80x80 pixels will be trained.

Primary LanguageJupyter Notebook

Machine Learning

This repository contains the project of the lecture machine learning of the cooperative state university Stuttgart. The goal is to develop a convolutional neural network (CNN) for image processing. In this project a data set with different emotions of faces in the shape of 80x80 pixels will be trained. The data are from https://www.kaggle.com/datasets/kmirfan/micro-expressions.

File structure

|- archive: Old not updated prototype files (deprecated)
|- data: Contains the image data and the trained models
|- pictures: Screenshots of plots and models
convolutional-neural-network.ipynb: Notebook with the implementation of the model.
README.md: This readme file

Model

The model has following components: Picture of the Model

Used technologies

  • Python
  • Tensorflow
  • Matplotlib
  • Jupyter Notebook