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Use object tracking with the Analyze Motion, Match Move, and Track behaviors.Select the new Object mode in the inspector to automatically detect, track, and match the movement of faces or objects using machine learning.Fixes an issue where video frames may be out of order during playback or export.
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Plus occasional updates on Dezeen’s services and breaking news. Sent every Tuesday and containing a selection of the most important news highlights.
Sent every Thursday and featuring a selection of the best reader comments and most talked-about stories. Our most popular newsletter, formerly known as Dezeen Weekly. The images and video courtesy of Felix Ruppert/ Dynamic Locomotion Group. German automotive company Continental unveiled plans to use dog-like robots to deliver packages while engineers at the Massachusetts Institute of Technology developed a cheetah robot that moves by feeling, without the need for sensors and cameras. Morti is not the only robot modelled on an animal.
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"Because it is very hard to quantify what is good locomotion, it is also hard to make a robot learn since we do not know how to measure good behavior but our study provides a new angle on how it might be possible to formulate and achieve good locomotion behavior."
"Rather than tell the robot to go far or fast we encourage the robot to use its legs to the best of its abilities," he continued. "The study investigates how we can look at learning in robotics and in nature from a different, more intrinsic perspective," explained Ruppert. Ruppert hopes that the results of the study will help broaden the current thinking between robotics and biology. The dog learns to walk in real-time thanks to its algorithm The researchers found that when Morti tripped, the learning algorithm made adjustments, such as how far the legs swung back and forward, whether its feet hit the ground correctly, how fast the legs moved and how long the legs were left on the ground.Īccording to Ruppert, after just an hour it had learned how to walk without falling or tripping up. When the researchers initially placed the robot on a treadmill to test it, it began slipping and sliding along as it walked. Read: MIT's blind Cheetah 3 robot can navigate without sensors or cameras "The learning algorithm then tries to change the way the legs swing so that the robot does not stumble anymore." Over time we measure how often the robot stumbles," he added. "Just like humans, the robot has reflexes that prevent it from stumbling. "Morti's controller is 'blind' and just swings its legs back and forth." "When Morti starts to learn, it does not know how to walk yet, just like a baby giraffe," Ruppert said. They developed a robot dog with a program modelled on the central nervous system The CPG continuously compares the expected and the sent sensor information to help the robot correct mistakes. In a similar way, the CPG learns to optimise the robot's movement in real-time via feedback from sensors attached to the robot's feet. However when they walk across bumpy terrain, they learn how to stable themselves and avoid falling. When walking on a flat surface, baby animals can rely only on these reflexes to walk.
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While in humans and animals these processes are controlled by the central nervous system (CNS) in their spines, in the robot they are controlled via a computer program called a Central Pattern Generator (CPG).
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