Real-Time Visual and Machine Learning Systems

This repository can be private, opposite to being a fork of the course material. And it is lighter to work with. It is intended to include all the work and handins through the course.

The project

The hot-dog / not-hot-dog app is in the app directory.

To do:

• Make the model predict correctly after some training. Just debug the training and make sure it works
• Split two copies of the model to threads and communicate rather than run on one thread? EDIT: Kinda started on the threading branch here.
• Make the images a part of repo.
• Make the model path not absolute.

Architecture overview assignment

• The overview of the architecture and essays on JAX (2pt) and Model Distributed Parallelism (1pt) are here.

GPU handin

The code is here and the associated text (just some learnings) are here.