Building a Template-Matching Tracker on an STM32H750

Building a Template-Matching Tracker on an STM32H750: What Worked, What Didn't

A long, honest retrospective on turning a WeAct STM32H750 board, a cheap OV7725 IR camera, and an Xbox controller into a live template-matching tracker. Every dead end, every wrong assumption, every fix — and what I’d do differently next time.

April 21, 2026 · 23 min · Pavel Guzenfeld
Anatomy of Four GStreamer Shared Memory Bugs

Anatomy of Four GStreamer Shared Memory Bugs

Four bugs in GStreamer’s shmsink/shmsrc elements — a race condition, a use-after-free, a wrong-pointer dereference, and a page alignment mismatch. What they have in common, how to find them, and what they teach about writing correct GStreamer elements.

March 24, 2026 · 11 min · Pavel Guzenfeld
Why GStreamer shmsink Always Exits with Code 1

Fixing a GStreamer Bug: Why shmsink Always Exits with Code 1

A 2-line fix for a race condition in GStreamer’s shmsink that causes every pipeline using shared memory to exit with an error. How I found it, proved it, and verified the fix with sanitizers.

March 24, 2026 · 4 min · Pavel Guzenfeld