Hi everyone, I’m currently working on a project to detect driver distraction using the Nicla Vision board. I’ve trained a model using MobileNetV2 (96x96x1.0). However, I’m encountering issues when trying to run the .tflite model on the Nicla Vision. When I attempt to deploy the model, the board cr…

You generally need to compile the model into the firmware for the Nicla. It has limited RAM so the model needs to be baked into flash. EdgeImpulse can do this for you or you can follow the guide here: openmv/src/lib/libtf at master · openmv/openmv (github.com)

I’m not sure if I’m making the right choices, but when I try to build the model for Nicla Vision or Arduino, I always get a failed job. [image]

[image] Sorry for the multiple replies; I can’t post multiple images in the same post.

It’s because the model is too big. See what flash text overflowed by. It’s like 2,638,184 bytes… So, you’re 2MB over the limit. You need to re-think the architecture. You can use that model on the RT1062 or H7 Plus though as they have SDRAM.

Model Memory Issues on Nicla Vision

Arduino Boards

nidhal May 28, 2024, 1:24pm 4

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Model Memory Issues on Nicla Vision

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