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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

Hardware

  • 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

About

Xavier running MLVisions fine tuned yolonanov8 models, detecting hands etc.

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