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Tesla Autopilot Crashes into Motorcycle Riders - Why?

FortNine

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  • An opinion. It argues one side of a question engineers disagree on.

Intermediate. Assumes working knowledge.

1M views4 years ago1 recommendation

AI and machine learningSystems programmingComputer visionNeural networks and deep learningAI safety and impact

An analysis of how Tesla's vision-only Autopilot system can misidentify motorcycle taillights and why sensor fusion is critical.

Want to support the channel? Click through this Amazon link for anything: frt9.co/30l4bi Tesla’s Autopilot is suspected in the fatal rear endings of two motorcyclists. With deep learning doing automated feature extraction, it's impossible to know how AI "sees" us. But we have a terrifying guess. Bike in the shop? Traveling? Rent your next ride with Riders Share: riders-share.com/welcome/fortnine Connect with us: facebook.com/fortnine instagram.com/fortnine twitter.com/fortninecanada Directed and Edited by Luke McAdam

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1 person recommends this

What people say. Recommended for its clear explanation of how deep learning vision systems can fail to detect motorcycles at night.

L0stLinkon Hacker News • Recommends

On “Why Tesla removed radar and ultrasonic sensors [video]”

There is a great argument for having ultrasonic sensors and radar in a recent video by Rayan from FortNine discussing two fatal accidents involving tesla autopilot link to this video

dharmabon Hacker News • Mentions

On “New motorcycle lighting design could save lives”

It may be a contributing factor to recent cases where Tesla Autopilot rear ended motorcycles at night. Thus video has a visualization: link to this video One of these crashes was right by my home, where I rode to work nearly every day prepandemic.

ultrarunneron Hacker News • Mentions

On “California governor vetoes bill to require human operators in autonomous trucks”

…ic) cars being too quiet when they first begin moving, but that's easy to solve. So I'm not entirely sure about their safety being "proven", but that's largely because the problem domain is enormous and the data somewhat open to interpretation. Overall "proved" seems too certain a word as of now, without narrowly defining the scope. 0 link 1 link to this video…

kibitzoron Hacker News • Mentions

On “Tesla driver arrested for homicide after running over motorcyclist on Autopilot”

Related video "Tesla Autopilot Crashes into Motorcycle Riders - Why?"0, summarized to: vision used by Tesla seems to process motorcycles differently, and may be incorrectly "assuming" the closer spaced brake lights on a motorcycle is actually a far away car. More details on the homicide here1, which shows the crash happened during daylight hours and the bike resembles a sport bike. This is a different condition than my referenced video (night collisions with cruiser-style motorcycles), but I suspect similar incorrect assumptions by Tesla vision happened. 0 link to this video 1 link