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analogdevicesinc / ai8x-synthesis

Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices
Apache License 2.0
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CNN files migration from cats-vs-dogs to cats-dogs_demo issue #228

Closed KVital closed 2 years ago

KVital commented 2 years ago

Hello

I try to play with a "cat-dogs" example. I managed to train, quantize, evaluate and generate C code. The code works perfectly with sample data (test is passed on board). On the other hand, I compile the cat dogs demo that uses the same network but also uses the onboard camera, which makes it more fun. I had tested the demo with images of cats and dogs on my computer screen and it works just amazing. The problem arrives when I try to combine the two projects. It's to say I copy cnn.h, cnn.c, weights.h, and logs to the cats-dogs_demo folder from the generated previously cats-vs-dogs folder. The board reacts to button press and probably takes a picture, but CNN always gives the same output. My question is: what is the difference between cats-vs-dogs and cats-dogs_demo examples on the CNN level (is it used differently)?

Thank you in advance for your answer!

KVital commented 2 years ago

The issue was solved by adding the --fifo key during C code generation