~/talk

TetrisAI: a new way to play Tetris

TalkinFrenchat Voxxed Days Luxembourg 2024 · 2024-06-20..06-21· [machine-learning, creative-coding]
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slides:none on file

A playable Tetris variant maps wrist positions from a lightweight pose-estimation model into left/right/rotate/drop zones using OpenCV and Pygame, records MP4s to Amazon S3, and posts line-clear scores (100/300/700/1500 for 1–4 lines) to DynamoDB shown on a Streamlit leaderboard. Two-player mode communicates via MQTT over AWS IoT Core with a single-use “bomb” message that randomly clears blocks; models are converted to TensorRT and run in real time on an NVIDIA Jetson Xavier NX (games ~180s), while OpenCV handles camera streams and video capture.

AI-written summary · about

  1. 0:00Introduction to TetrisAI
  2. 2:55Solution architecture
  3. 13:00Jetson deployment
  4. 16:54Game demo
  5. 20:16Q&A
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