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Robot watches videos to detect objects and how to grasp them. “Hmmm, so that’s how to hold and slice a soft spherical red object by holding a slicing-tool with a ‘power small diameter’ type grip, while avoiding damage to my gripper hand. Got it.” (Credit: Yezhou Yang et al.)
Imagine a self-learning robot that can enrich its knowledge about fine-grained manipulation actions (such as preparing food)simply by “watching” demo videos. That’s the idea behind a new robot-training system based on recent developments of “deep neural networks” in computer vision, developed by researchers at the University of Maryland and NICTA in Australia.
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I'm not sure if YouTube is the best source of videos for learning to do stuff since many YouTube videos on learning to do stuff with tools, are created by amateurs, less experience users, beginners, kids and adults who want to quickly make a few hundred to thousand dollars from YouTube Ads by quickly posting hundreds to thousands of videos every year, and not care as much for making very useful videos.
There are also a lot of joke, and troll videos on YouTube which uses tools the wrong way, or use tools wrongly to troll users,
Imagine a self-learning robot that can enrich its knowledge about fine-grained manipulation actions (such as preparing food)simply by “watching” demo videos. That’s the idea behind a new robot-training system based on recent developments of “deep neural networks” in computer vision, developed by researchers at the University of Maryland and NICTA in Australia.
Read More
I'm not sure if YouTube is the best source of videos for learning to do stuff since many YouTube videos on learning to do stuff with tools, are created by amateurs, less experience users, beginners, kids and adults who want to quickly make a few hundred to thousand dollars from YouTube Ads by quickly posting hundreds to thousands of videos every year, and not care as much for making very useful videos.
There are also a lot of joke, and troll videos on YouTube which uses tools the wrong way, or use tools wrongly to troll users,