Component identification on PCB using STM32N6
Leveraging AI to speed up PCB Hardware/component identication
Using the STM32N6-kit to identify component and PIN information on pcb's to enable easier rework/parts replacement and debugging using the PIN-out. This project will use the camera for quick information on the PCB on hand.
I started using LabelStudio to label sample images of components and PCB's to train the model and exported this in Pascal VOC XML format (see image example). This set is available on: https://github.com/pr0z78/STM32AI/upload/main.
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I started using LabelStudio to label sample images of components and PCB's to train the model and exported this in Pascal VOC XML format (see image example). This set is available on: https://github.com/pr0z78/STM32AI/upload/main.
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