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ep.357: Origin Story of the OAK-D, with Brandon Gilles

Brandon Gilles, Founder and CEO of Luxonis, tells us his story about how Luxonis designed one of the most versatile perception platforms on the market.

Brandon took the lessons learned from his time at Ubiquiti, which transformed networking with network-on-a-chip architectures, and applied the mastery of embedded hardware and software to the OAK-D camera and the broader OAK line of products.

To refer to the OAK-D as a stereovision camera tells only part of the story. Aside from depth sensing, the OAK-D leverages the Intel Myriad X to perform perception computations directly on the camera in a highly power-efficient architecture.

Customers can also instantly leverage a wide array of open-source computer vision and AI packages that are pre-calibrated to the optics system.

Additionally, by leveraging a system-on-a-module design, the Luxonis team easily churns out a multitude of variations of the hardware platform to fit the wide variety of customer use cases. Tune in for more.

Brandon Gilles

Brandon Gilles is the Founder and CEO of Luxonis, maker of the OAK-D line of cameras. Brandon comes from a background in Electrical and RF Engineering. He spent his early career as a UniFi Lead at Ubiquiti, where his team helped bring Ubiquiti’s highly performant and power-efficient Unifi products to market.

Links

A model that allows robots to follow and guide humans in crowded environments

Assistance robots are typically mobile robots designed to assist humans in malls, airports, health care facilities, home environments and various other settings. Among other things, these robots could help users to find their way around unknown environments, for instance guiding them to a specific location or sharing important information with them.

Mimicking the function of Ruffini receptors using a bio-inspired artificial skin

Mobile robots are now being introduced into a wide variety of real-world settings, including public spaces, home environments, health care facilities and offices. Many of these robots are specifically designed to interact and collaborate with humans, helping them to complete hands-on physical tasks.

The one-wheel Cubli

Researchers Matthias Hofer, Michael Muehlebach and Raffaello D’Andrea have developed the one-wheel Cubli, a three-dimensional pendulum system that can balance on its pivot using a single reaction wheel. How is it possible to stabilize the two tilt angles of the system with only a single reaction wheel?

The key is to design the system such that the inertia in one direction is higher than in the other direction by attaching two masses far away from the center. As a consequence, the system moves faster in the direction with the lower inertia and slower in the direction with the higher inertia. The controller can leverage this property and stabilize both directions simultaneously.

This work was carried out at the Institute for Dynamic Systems and Control, ETH Zurich, Switzerland.

Almost a decade has passed since the first Cubli

The Cubli robot started with a simple idea: Can we build a 15cm sided cube that can jump up, balance on its corner, and walk across our desk using off-the-shelf motors, batteries, and electronic components? The educational article Cubli – A cube that can jump up, balance, and walk across your desk shows all the design principles and prototypes that led to the development of the robot.

Cubli, from ETH Zurich.

Robot overcomes uncertainty to retrieve buried objects

For humans, finding a lost wallet buried under a pile of items is pretty straightforward—we simply remove things from the pile until we find the wallet. But for a robot, this task involves complex reasoning about the pile and objects in it, which presents a steep challenge.

A novel Kalman filter for target tracking in space

The space station is a bridgehead for human space exploration missions. During its construction, operation, and maintenance, there are a variety of tasks that need to be performed. However, the space environment has harsh conditions such as microgravity, high vacuum, strong radiation, and large temperature differences, which seriously threaten the health and life safety of astronauts.

Open-source and open hardware autonomous quadrotor flies fast and avoids obstacles

A team of researchers at the University of Zurich, has developed a highly agile quadrotor drone that is able to avoid obstacles and carry out trajectory tracking. In their paper published in the journal Science Robotics, the group describes how they designed their drone, what they put into it and how well it worked when tested.
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