While modern AI (like Tesla's Autopilot or Waymo) now uses massive real-world video datasets, the GeoCar 2006 project is considered a foundational step in 3D Object Recognition. It helped establish the mathematical frameworks for:
Officially known as the Geely CK (or Geely HQ) in its home market, the "Geocar" was the export nickname given to the 2006 model year sedan. Geely Auto was barely a decade old at this point. They weren't trying to beat the Honda Civic; they were trying to beat the bus.
In 2006, this car had an MSRP of roughly $4,000 to $5,000 USD new. For context, that is cheaper than a fully loaded riding lawn mower today. geocar 2006
The Spec Sheet (so you can laugh/cry):
What made GeoCar 2006 unique wasn't just the fuel source; it was the platform. The team utilized a Lotus 7-style kit car chassis. This open-wheel, lightweight design was essential. To make a new fuel technology efficient, you need a vehicle that doesn't weigh a ton. While modern AI (like Tesla's Autopilot or Waymo)
By stripping away the luxuries of a modern sedan and focusing on power-to-weight ratio, the GeoCar served as a perfect testbed for the experimental engine. It was raw, mechanical, and exposed—a fitting aesthetic for a car trying to redefine energy.
The vehicle was sold without power steering, without sound deadening, and without air conditioning. Yet, because of the exotic Zebra battery, the price tag was €24,000 ($31,000 in 2006). For that money, you could buy a brand new Renault Clio and pay for 5 years of petrol. They weren't trying to beat the Honda Civic;
The concept behind GeoCar 2006 sounds like science fiction. The vehicle wasn't powered by burning rock in a traditional sense. Instead, the project focused on using magnesium as a primary fuel source.
Magnesium has a very high energy density—nearly ten times that of hydrogen by volume. When magnesium reacts with water (even saltwater), it releases hydrogen gas and heat. The GeoCar team engineered a system to utilize this reaction, creating a propulsion system that "refuels" by adding solid metal rather than liquid gas.
Imagine driving up to a station, not to pump gas, but to load pellets of magnesium.