Tag Archives: driverless car

Teaching a car how to drive itself in 20 minutes

Researchers from Wayve, a company founded by a team from the Cambridge University engineering department, have developed a neural network sophisticated enough to learn how to drive a car in 15 to 20 minutes using nothing but a computer and a single camera. The company showed off its robust deep learning methods last week in a company blog post showcasing the no-frills approach to driverless car development. Where companies like Waymo and Uber are relying on a variety of sensors and custom-built hardware, Wayve is creating the world’s first autonomous vehicles based entirely on reinforcement learning.


The AI powering Wayve’s self-driving system is remarkable for its simplicity. It’s a four layer convolutional neural network (learn about neural networks here) that performs all of its processing on a GPU inside the car. It doesn’t require any cloud connectivity or use pre-loaded mapsWayve’s vehicles are early-stage level five autonomous. There’s a lot of work to be done before Wayve’s AI can drive any car under any circumstances. But the idea that driverless cars will require tens of thousands of dollars worth of extraneous hardware is taking a serious blow in the wake of the company’s amazing deep learning techniques. According to Wayve, these algorithms are only going to get smarter.

Source: https://wayve.ai/

Carlos Ghosn: “Driverless Cars Similar To Antibiotics”

Carlos Ghosn, CEO of the Renault-Nissan-Mitsubishi Alliance car maker (ranked 1 in the world),  has detailed the impact of the driverless car on human daily lives (Interview at the French TV BFM). There are between 1,3 million and 1,4 million death on roads every year in the world. The driverless car will eliminate 90% of the fatal accidents.

 “We are five years from safe, driverless cars for all“, adds Ghosn. “Driverless cars impact will be similar to the discovery of antibiotics“.

Famously given the moniker “Le Cost Killer” for his work transforming two ailing brands into one profit-making success story, Carlos Ghosn has achieved celebrity status in the car industry — and was once even portrayed as a superhero in a Japanese comic book.

Today the auto industry is experiencing a paradigm shift with the growth of the global electric vehicle (EV) market, as well as the vast potential offered by disruptive new areas like the autonomously-driven vehicle, using massively Artificial Intelligence. Despite the challenge of staying competitive and profitable in this changing environment, the Brazilian-born 64-year old believes the brands under his watch are already in pole position — and plan to stay there. But he has to stay vigilant and is aware of the dangers, acknowledging that businesses are pushing hard for driverless vehicles. “Amazon, Alibaba, Uberwhy are they interested in this? It’s very simple. The driver is the biggest cost they have — you make a quick calculation about a car running 24-7 for a month: the electricity bill is about $250 a month; the lease of the car is $300; plus three drivers, since you’re running for 24 hours a day, are going to cost you $15,000 per month.  So getting rid of the driver is a 90% reduction in costs.

That’s why Uber, DiDi all want to be the first to have this … because if my competitor gets this before me, I’m dead.”