Driverless cars worse at detecting children and darker-skinned pedestrians say scientists::Researchers call for tighter regulations following major age and race-based discrepancies in AI autonomous systems.
Driverless cars worse at detecting children and darker-skinned pedestrians say scientists::Researchers call for tighter regulations following major age and race-based discrepancies in AI autonomous systems.
This has been the case with pretty much every single piece of computer-vision software to ever exist…
Darker individuals blend into dark backgrounds better than lighter skinned individuals. Dark backgrounds are more common that light ones, ie; the absence of sufficient light is more common than 24/7 well-lit environments.
Obviously computer vision will struggle more with darker individuals.
Visible light is racist.
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If the computer vision model can’t detect edges around a human-shaped object, that’s usually a dataset issue or a sensor (data collection) issue… And it sure as hell isn’t a sensor issue because humans do the task just fine.
Do they? People driving at night quite often have a hard time seeing pedestrians wearing dark colors.
Sounds like you have never reviewed dash camera video or low light photography.
Which cars are equipped with human eyes for sensors?