Xavier ML Visions

Interactive ML/CV educational games for denhac hackerspace.

Runs on NVIDIA Jetson Xavier NX with USB camera.

Games

Game	Description	Time
TrainClassifier	Train a REAL neural network on your photos	~3-4 min
DemonQuest	Multi-stage object hunt with demon character	~5 min
SimpleHunt	Basic object detection game	~1 min

Quick Start (Xavier)

cd ~/MLVisions

# Educational training game
python3 games/TrainClassifier/game.py

# Object hunt game
python3 games/DemonQuest/quest_projection.py

# Simple detection game
python3 games/SimpleHunt/game.py

Development Setup

git clone https://github.com/Denhac/XavierMLVisions.git
cd XavierMLVisions
pip install -r requirements.txt
python games/SimpleHunt/game.py

Tested on Linux, macOS (Intel/M1), and Windows.

Hardware (Xavier)

• NVIDIA Jetson Xavier NX
• USB webcam
• Display/monitor

Tech Stack

• YOLOv8 (Ultralytics) - object detection & classification
• OpenCV - camera capture & display
• PyTorch - neural network backend

License

MIT - see LICENSE