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NewsBB-0129

FWAuto demo: one prompt to a verified gesture model on an STM32F4 Discovery

FWAuto's 3.6-minute video runs its own firmware agent through an STM32 edge-AI job on an STM32F4DISCOVERY board. The agent checks the toolchain, integrates an existing NanoEdge AI library, and builds and flashes over ST-LINK. From 02:52 it verifies gestures on the board and writes an evidence report. Model training is outside the demo's scope.

Open original source youtube.com · FWAuto

Shown working
Why this evidence label?

The 3.6-minute video has a real-hardware verification section on the STM32F4DISCOVERY from 02:52, followed by the generated evidence report.

How we check entries
Play videoFWAuto demo: one prompt to a verified gesture model on an STM32F4 DiscoveryThe player loads from youtube-nocookie.com when you press play.
The source video, on YouTube.

Briefing

The video runs in chapters: an environment check at 00:42, NanoEdge AI integration at 01:28, build and flash at 02:37, verification on the board at 02:52 and the evidence report at 03:27. The toolchain is ST's own. STM32CubeMX, CubeIDE or CubeCLT, CubeProgrammer and CubeMonitor do the work, with an ST-LINK for flashing and USB CDC for live monitoring.

FWAuto made the video to demonstrate its own product. Its website describes the loop as plan, build, flash, verify and repair, with assertions on UART and GPIO output from the target. The video's chapters have no repair step.

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