Finding problem in object detection

Question/Issue: Finding problem in object detection.

Project ID: 195095

Context/Use case:

I am working on the Car detection modal and I am finding this error while seeing the result on the serial Monitor.

Edge Impulse Inferencing Demo
Inferencing settings:
Image resolution: 96x96
Frame size: 9216
No. of classes: 1

Starting inferencing in 2 seconds…
Taking photo…
ERR: failed to allocate tensor arena
Failed to allocate TFLite arena (error code 1)
Failed to run impulse (-6)

Starting inferencing in 2 seconds…
Taking photo…

Hi @Tarun.ece ,

It looks like you don’t have enough memory on the device to run the impulse. Which device are you targeting?


See this as well…

i am using Arduino Nano 33 BLE Sense


BLE Sense is very limited in RAM. Shrinking input images to 64x64 and using grayscale should work though. Also make sure to select a small FOMO model.