Identifying lanes of the road is very common task that human driver performs. This is important to keep the vehicle in the constraints of the lane. This is also very critical task for an autonomous vehicle to perform. And very simple Lane Detection pipeline is possible with simple Computer Vision techniques. This article will describe simple pipeline that can be used for simple lane detection using Python and OpenCV.
No one wants to be hurt because they're inadvertently driving next to an unproven self-driving vehicle. However, the costs of validating self-driving vehicles on the roads are extraordinary. To mitigate this, most autonomous developers test their systems in simulation, that is, in virtual environments. Starsky uses limited low-fidelity simulation to gauge the effects of certain system inputs on truck behavior. Simulation helps us to learn the proper force an actuator should exert on a steering mechanism, to achieve a turn of the desired radius.
Self-driving delivery vehicles may be getting closer to becoming a reality, but Ford believes there's one leg of the process that could be further solved by robots. The auto giant has partnered with startup Agility Robotics to create a two-legged robot called'Digit' that can ferry packages to your doorstep. It solves a problem generated by self-driving delivery vehicles, which is that if there's no humans in the driver's seat that can drop off a package, autonomous robots can pick up the slack. 'It's not always convenient for people to leave their homes to retrieve deliveries or for businesses to run their own delivery services,' Ken Washington, chief technology officer at Ford, wrote in a blog post. 'If we can free people up to focus less on the logistics of making deliveries, they can turn their time and effort to things that really need their attention.
The Postal Service is experimenting with self-driving long-haul semi trucks to transport mail between distribution centers. The U.S. Postal Service is testing its first long-haul self-driving delivery truck in a two-week pilot program that will use an autonomous tractor-trailer to deliver mail between distribution centers in Phoenix and Dallas. TuSimple, a self-driving truck company, is providing the vehicle and will have a safety engineer and driver in the cab to monitor its performance and take control if there are any issues, the company said in announcing the test Tuesday. The Postal Service has been exploring the idea for some time, recently soliciting bids to put semi-autonomous mail trucks on the road in a few years that allow a human to sort the mail while being autonomously driven along the route. "We are conducting research and testing as part of our efforts to operate a future class of vehicles which will incorporate new technology to accommodate a diverse mail mix, enhance safety, improve service, reduce emissions, and produce operational savings," said Postal Service spokeswoman Kim Frum.
San Diego-based startup TuSimple said its self-driving trucks will begin hauling mail between USPS facilities in Phoenix and Dallas to see how the nascent technology might improve delivery times and costs. A safety driver will sit behind the wheel to intervene if necessary and an engineer will ride in the passenger seat. If successful, it would mark an achievement for the autonomous driving industry and a possible solution to the driver shortage and regulatory constraints faced by freight haulers across the country. The pilot program involves five round trips, each totaling more than 2,100 miles (3,380 km) or around 45 hours of driving. It is unclear whether self-driving mail delivery will continue after the two-week pilot.
The Paris-Saclay Autonomous Lab project was initiated by Groupe Renault, Groupe Transdev, IRT SystemX, Institut VEDECOM and the University of Paris-Saclay. Its purpose is to develop new autonomous (i.e. The Paris-Saclay Autonomous Lab was inaugurated on 15 May 2019 at the SPRING 2019 innovation event by Grégoire de Lasteyrie, Île-de-France Regional Councillor, Special Delegate responsible for New Mobility and Mayor of Palaiseau; Francisque Vigouroux, Vice-President of the Paris-Saclay urban community responsible for Mobility and Transportation and Mayor of Igny; and Michel Bournat, Mayor of Gif-sur-Yvette and President of the Paris-Saclay urban community. The inauguration ceremony was attended by Thierry Mallet, Chairman and CEO of Groupe Transdev; Arnaud Molinié, Senior Vice President, Mobility Services, Groupe Renault; Paul Labrogere, CEO, IRT SystemX; Sylvie Retailleau, President of the University of Paris-Saclay; Philippe Watteau, Managing Director, VEDECOM; and Elizabeth Crepon, Director, ENSTA. This first stage of the Paris-Saclay Autonomous Lab project is one of the SAM4 experiments selected by the French government on 24 April 2019 following the EVRA5 call for projects under the Investments for the Future (PIA) program.
DETROIT - Ford revealed details of its long-awaited restructuring plan Monday as it prepared for a future of electric and autonomous vehicles by parting ways with 7,000 white-collar workers worldwide, about 10 percent of its global salaried workforce. The major revamp, which had been underway since last year, will save about $600 million per year by eliminating bureaucracy and increasing the number of workers reporting to each manager. In the U.S. about 2,300 jobs will be cut through buyouts and layoffs. About 1,500 have left voluntarily or with buyouts, while another 300 have already been laid off. About 500 workers will be let go starting this week, largely in and around the company's headquarters in Dearborn, Michigan, just outside Detroit.
The Diet on Friday enacted legislative revisions aimed at creating systems to ensure the safety of self-driving vehicles. The revisions to the Road Transport Vehicle Act, approved unanimously by the House of Councilors at a plenary session, call for the applying of vehicle safety standards to self-driving equipment necessary to check the surroundings, including cameras and radars. Under the revised law, special certification will be granted to auto safety inspection business operators capable of undertaking maintenance work for self-driving equipment. The original law did not have provisions that assumed vehicles would ever be self-driving. The revisions also require automakers to provide technical information necessary to carry out inspections of self-driving equipment.
NAGOYA - Toyota Motor Corp. is considering offering autonomous driving technologies to ride-hailing firms, sources close to the matter said Thursday, in its latest push to become a company offering not only cars but also various mobility services. The automaker is planning to supply a new driverless system to be developed with U.S. ride-hailing giant Uber Technologies Inc. to companies such as Grab Taxi Holdings Pte Ltd. of Singapore and ANI Technologies Pvt. Ltd.'s Ola of India, the sources said. Toyota said last month it will jointly invest $1 billion in Uber's new subsidiary to develop autonomous vehicles, together with SoftBank Group Corp. and auto parts supplier Denso Corp. SoftBank Group is the biggest shareholder in Uber and has also invested in Grab and Ola. Toyota is also a stakeholder in Grab, which has a wide range of businesses across Southeast Asia.
Ford Motor Company, along with General Motors, Toyota and Volkswagen, may have started out as automotive manufacturers, but they now refer to themselves as "mobility service" companies. Ford believes "freedom of movement drives human progress." While it is now a global company, Ford started out more than 100 years ago in Dearborn, Michigan. The company revolutionized manufacturing by introducing the moving assembly line and made car ownership possible for everyday folks and not just the wealthy. Today, the company focuses on technology first and uses artificial intelligence (AI) and machine learning in many ways from connected car solutions to the development of autonomous vehicles.