I have tried several well-known networks (such as MobileNet, ResNet, LeNet, SqueezeNet) on Open MV Cam H7 Plus and the board works perfectly, but, when I’m testing the ShuffleNet tflite model, a hard crash appening (the program stops, LED blinks in green for a few times and afterwards it blink white).
I have first thinked to a memory problem since ShuffleNet is 4MB big, but then I have tried the other models previously mentioned, that are are also bigger (e.g. ResNet is 13 MB), and they work well.
Moreover, I have analized this model with STM32CubeMX X-CUBE-AI (using STM32H743II MCU) and the log reports “INTERNAL ERROR” without any other information, while with the other models the analyze process successfully ends.
Since ShuffleNet uses pointwise group convolutions and channel shuffle, I think that the error could be that these layers are not yet supported.
Could anyone confirm me this or is there another reason?
Thank you in advance.