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Programming-with-Julius - Overview

Programming with Julius

YouTube Channel

Welcome to the official GitHub profile for Programming with Julius! Here, I share my coding projects and various AI experiments.

Projects

I made a GeoGuessr AI in Counter Strike 2

Counter Strike 2 Location Detector

I created a massive dataset of CS2 images with location labels. Then I used that to train a location-predictor AI. Check out the full video on YouTube!

Embedding viewer for UMAP 3D projections of my location-guessing AI for Counter Strike 2

Multihead Embeddings Default Embeddings

Explore the 3D projections of my location-guessing AI, using UMAP dimensionality reduction, directly on my website.

Counter-Strike 2 Map Location Dataset

de_dust2 de_thera
de_anubis de_dust2

This dataset contains 1.7 million 1024x1024 images from 17 Counter-Strike 2 maps (August 2024). Each image has a label with:

  • Mapname
  • X, Y, Z (Camera location)
  • Pitch, Yaw (Camera viewangles)

More info in the Repository

I made an AI to predict Counter Strike 2 maps

Counter Strike 2 Map Classifier

This project involves using computer vision to predict the played map in Counter Strike 2. Check out the full video on YouTube!