Archives for Self-driving car
The autopilot handles typical Indian traffic challenges, including narrow roads, unpredictable obstacles and the absence of lane markings.
The post Minus Zero Launches India-Focused Car Autopilot System for Urban Traffic appeared first on Analytics India Magazine.
Various companies have introduced platforms to streamline the development of AI-powered AV systems.
The post Robotaxis and Self-Driving to be the First Multi-Trillion Dollar Industry appeared first on Analytics India Magazine.
Various companies have introduced platforms to streamline the development of AI-powered AV systems.
The post Robotaxis and Self-Driving to be the First Multi-Trillion Dollar Industry appeared first on Analytics India Magazine.
Latest Developments Show That Chinese Firms Are Getting Interested in Autonomous Vehicle Technology
With recent investments from Xiaomi and Alibaba, China seems to prepare for market leadership in the autonomous vehicle industry.
The post Latest Developments Show That Chinese Firms Are Getting Interested in Autonomous Vehicle Technology appeared first on Analytics India Magazine.
Autonomous Vehicles(AV) are changing the future of transportation. Lyft, a ride sharing company, has taken self-driving to another level. They believe that self-driving cars can make transportation safer, eco-friendly and easily available to everyone. The framework proposed by lyft is for developing learning-based solutions to prediction, planning and simulation problems in self-driving. The goal of…
The post How Lyft’s Library for Self-driving Simulation works appeared first on Analytics India Magazine.
Adversarial inputs, also known as machine learning’s optical illusions, are inputs to the model an attacker has intentionally designed to confuse the algorithm into making a mistake. Such inputs can be typically dangerous for machines with a very low margin for risk. For instance, in self-driving cars, an attacker could target an autonomous vehicle with…
The post Explained: MIT Scientists’ New Reinforcement Learning Approach To Tackle Adversarial Attacks appeared first on Analytics India Magazine.
Aurora Innovations, an autonomous vehicle company, based out of Silicon Valley, recently announced its acquisition of OURS Technology for an undisclosed amount. The latter is a startup founded by a team of researchers from the University of California, Berkeley, specialising in Frequency Modulated Continuous Wave (FMCW) and ‘lidar-on-a-chip’. This is Aurora’s second acquisition of a…
The post How FMCW Is Transforming Lidar Technology appeared first on Analytics India Magazine.
The automotive industry has been working hard for a few years now on one of the most challenging problems of transportation, which is a fully autonomous self-driving vehicle. Currently, the autonomous systems use a combination of 3D scanners, high-resolution cameras and GPS/INS, to enable autonomy. However, in order to deal robustly on roads, handle a […]
The post Ford Releases Multi-Agent Seasonal Dataset For Autonomous Car Development appeared first on Analytics India Magazine.
How Tesla Uses PyTorch
Last week, Tesla Motors made the news for delivering big with its smart summon feature on their cars. The cars can now be made to move around the parking lot with just a click. A myriad of tools and frameworks run in the background which makes Tesla’s futuristic features a great success. One such framework…
The post How Tesla Uses PyTorch appeared first on Analytics India Magazine.
There is a multitude of proprietary smart car systems working separately instead of running in parallel, which impedes interoperability of car software. Will Open Source help bridge this gap? With cellphones, GPS-powered apps and now 5G making on-request transport simple and wildly popular, it has become easy to bring down the expenses and make ride-sharing…
The post Will Open Source Platforms Bridge The Innovation Gap Across Smart Car Solutions? appeared first on Analytics India Magazine.