~/talk

AI, Embedded System and Robotics

Talkat Devworld Conference 2025 · 2025-02-27..02-28· [machine-learning, webxr]
slides:none on file

RDKX5 runs YOLO v8n quantized to int8 on a Raspberry‑Pi‑like board and claims up to 220 FPS for object detection and faster instance segmentation with minimal accuracy loss; a humanoid demo links offline KWS/ASR and on‑cloud LLM memorization to call control APIs for pose and gesture responses; reinforcement learning tunes motion for robotic dogs; a model zoo plus Python/C++ samples and documented flashing workflow let teams reproduce the deployments.

AI-written summary · about

  1. 0:00AI embedded systems intro
  2. 1:49AI in computer vision
  3. 3:59YOLOv8 on embedded
  4. 8:47RDK for AI models
  5. 12:25Voice interaction demos
  6. 16:24D Robotics ecosystem
  7. 20:23Developer support
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