This repository contains the code for the lecture "Big Data Praktikum SS25". The objective was to train a variational autoencoder (VAE) on cellxgene data and find meaningful latent representations of ...

ABSTRACT: Video-based anomaly detection in urban surveillance faces a fundamental challenge: scale-projective ambiguity. This occurs when objects of different physical sizes appear identical in camera ...

This is a pretty scrappy training codebase, and won't run from the top. I mostly recommend reading the code and copying snippets. See also Hoagy Cunningham's Github. utils.py contains various utils to ...

This process is called Autoencoder, which can be used to not only for image recognifition, but it can also be used to non-linear simulation like GAN (Generative Adversarial Network). To further ...