AMD × Avnet Certificate Course
Computer Vision on theUltra96 MPSoC.
A complete hands-on programme covering Python, FPGA, DPU overlays, Vitis-AI and an end-to-end YOLO etching-machine build. Learn. Think. Search.
FPGADPUVitis-AIYOLO
16
Lesson Modules
5
Core Lessons
1
Ultra96 Board
∞
Things to Build
Curriculum
Everything in the syllabus.
Get Started
Course intro and orientation.
Lessons 1 – 5
Python, FPGA, overlays, image processing and CV.
FPGA Tools
Vivado, DPU, YOLO, Vitis-AI and the etching machine.
Misc
VM toolchain setup and extras.
Build the etching machine.
From a blank Ultra96 to a working YOLO-powered etching rig — the full pipeline is documented inside.