Reference app: Tiny-vision object detection on Cortex-M
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@psiddh is already working on this.
Since Mar 23, 2026.
module: arm
module: microcontrollers
partner: arm
- Dominant language
- Python
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Description
Build a reference application for object detection (small vision model) on Cortex-M. This is a common TinyML benchmark use case.
- End-to-end object detection app on Cortex-M target
- Image input -> detection output pipeline working
- Latency, memory, and accuracy documented
- README with build and run instructions
cc @digantdesai @SS-JIA @freddan80 @per @zingo @oscarandersson8218 @mansnils @Sebastian-Larsson @robell @psiddh @AdrianLundell
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