Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems — mentioned by haunter

Mon, 28 Aug 2023 11:57:31 GMT

The abstract sounds a bit different than the (rage baiting) article >bias towards dark-skin pedestrians increases significantly under scenarios of low contrast and low brightness https://arxiv.org/pdf/2308.02935.pdf

Paper and discussion history. A mention is not an endorsement.

Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems — mentioned by Lewton

Mon, 28 Aug 2023 11:37:38 GMT

they're testing 8 different detection algorithms > The detection systems were 19.67% more likely to detect adults than children, and 7.52% more likely to detect people with lighter skin tones than people with darker skin tones, according to the study. while they all had a harder time with adults vs children, that 7.52% is gotten by averaging 2 algorithms that performed abysmally, with 6 that had no statistically significant differences https://arxiv.org/pdf/2308.02935.pdf table 6

Paper and discussion history. A mention is not an endorsement.

Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems · HackerPapers discussions

Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems — mentioned by haunter

Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems — mentioned by Lewton