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Deeplearning face analysis pipeline conclusions

The aim of this post is to provide some numbers and recommendations after successfully fine tuning a face analysis model for a car/truck driver analysis startup. The objective was to analyse the emotions/sentiments of the drivers in a very controlled environment (a car) for inferring it’s mood. So, having an still image of the driver …

I trained a racist Artificial Intelligence

First of all, once again, let me apologise for my titling, I am starting to think that it is a bad habit acquired after too many years working in media companies. Secondly, I wasn’t aware of how easy is to fall in biased deep learning until I saw it with my eyes and thirdly it …