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.
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.
Community
Join the Hackster.io community.
Hackster.io is an open-source hardware community founded by Avnet, home to thousands of projects for Xilinx FPGAs — including the Ultra96, ZCU boards, Kria SOMs and the PYNQ framework. Browse tutorials, reference designs and full end-to-end builds from makers and engineers worldwide.
Certification
Take the Certification Exam.
Test what you learned across Lessons 1 – 6 — FPGA basics, PYNQ overlays, image processing, CV pipelines and actuator control — in a timed, multiple-choice exam. Your highest score is kept on record.
- 20-minute timer per attempt
- Unlimited retakes
- Pass mark 80% — highest score kept
- Instant grading, MC format