Genius Pros Technologies (GPT)

Neural Network Connects Text and Images

Although deep learning has revolutionized computer vision, current approaches have several major problems: typical vision datasets are labor intensive and costly to create while teaching only a narrow set of visual concepts; standard vision models are good at one task and one task only, and require significant effort to adapt to a new task; and models that perform well on benchmarks have disappointingly poor performance on stress tests, casting doubt on the entire deep learning approach to computer vision.

High power thermoelectric energy harvesting starts to look good

In energy harvesting in general, there is 100 times the market potential in high power rather than low power. In this article IDTechEx explores this opportunity.