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  <title>536: I’ve Seen a Giraffe</title>
  <description>David Such joins us to discuss his new book, Embedded AI: Intelligence at the Deep Edge. We explore the boundary between classical signal processing, heuristics, and edge machine learning; IMU processing and sensor fusion; and how to determine what sort of ML fits on your processor. David also shares his experiences writing for No Starch Press and why future robotic architectures need a digital cerebellum for low-level reflexes. David Such is an electrical engineer based in Sydney. He is the director of Reefwing Software. DISCUSSION RESOURCES &amp;amp;amp; LINKS David's Website &amp;amp;amp; Book Resources:   Embedded AI: Intelligence at the Deep Edge (No Starch Press,  on Amazon)   Embedded AI GitHub Repository   Embedded AI Newsletter SignupReefwing Software Website   Reefwing Software on Medium   Technologies &amp;amp;amp; Frameworks Mentioned:   Sensor Fusion, Kalman filters, Mahoney filters, and quaternions for IMU processing   TensorFlow Lite for Microcontrollers &amp;amp;amp; Edge Impulse   Raspberry Pi Pico / RP2040 PIO and DMA engines for high-speed signal processing   Syntiant neural processing chips (Arduino Nicla Voice)   MicroPython for embedded scripting and test automation   Book Giveaway &amp;amp;amp; Discount Code:   No Starch Press is giving away two print copies of Embedded AI (US/Canada residents). Entry rules are in the show, due by Nov 1, 2026. There is also a coupon for the book good through Nov 5, 2026.   </description>
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