Found in Robotics News & Content, with a score of 18.28
March 01, 2019
…an iterative, three-layered process, built on a hierarchy of neural networks. In the first layer, the system receives input data from sensors and then passes it on to what are called “hidden layers.” In the second tier, the computer performs a succession of computations on the inputs, interpreting sensory data through machine-perception algorithms. Each hidden layer trains on a distinct set of features, based on the previous layer’s output. During this process, the algorithms label and cluster raw input according to similarities among the example inputs. They then classify data when they have a labeled dataset to train with. The…
Found in Robotics News & Content, with a score of 24.82
March 01, 2019
…various ways. The algorithms use mathematical models in a neural network to identify patterns in data and respond to them. This can be applied for pattern recognition in images, videos, sounds, text and any other type of data. In design, integrating deep learning and design processes can help bring better products to market more quickly. “Deep learning and design engineering can learn a lot from each other and generate surprising outcomes.” — Leslie Nooteboom, Humanising Autonomy Design tools can be applied to deep learning processes to help gather and annotate data, and develop real-world applications, according to Leslie Nooteboom, CDO…
Found in Robotics News & Content, with a score of 8.23
September 06, 2018
…technologies such as sensors, artificial intelligence and inventory and network optimization. In 2017, the Massachusetts Institute of Technology tested drone technology using RFID tagged items. Drones could read RFID tags tens of meters away with an average error of only 19 centimeters - quite accurate given the distance. Researchers said the goal was to prevent inventory mismatches and locate individual items. “If you're carrying inventory you have inventory accuracy problems and it doesn't matter what line of business you're in, everybody has this problem,” Matt Yearling, CEO of PINC, told Supply Chain Dive. However, automated warehouse inventory systems like drones…
