kubecon-ai-demos
Rock Paper Scissor Game
Goals
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Build an ML inference library to interpret human hand gestures
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Build a computer UI for gameplay
- 3..2..1..go
- Visual display of computer move
- Reset game
- Humans play multiple rounds (i.e. best of 10)
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Build a humanoid robotic arm to show computer moves
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All gameplay components run in containers
- camera feed (rtsp feed preferred to onboard integration)
- Inference algorithm
- Robot arm gestures
- Gameplay UI
- Message bus
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Deliver the solution as an open source project in a public git repo
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Demo the cluster(s) connected via Rancher
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Demo gitops updates/rollbacks for various components
System
- Jetson Xavier NX Dev Kit
- Raspberry Pi camera (alternative streaming webcam)
- Robotic Arm (https://github.com/mak3r/edge-robot-demo)
- Rancher Management Server (running where?)
Stretch Goals
- Build a secondary library to do predictive gameplay for the computer player
- Receive camera feed from webcam interfaces remotely
- Akri integration for camera, robot, jetson