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Accuracy

Camera captures the world as animals see it, with up to 99% accuracy

It’s easy to forget that most animals don’t see the world the way humans do. In fact, with infrared and ultraviolet sight, many animals experience a world that is completely invisible to us.Now, however, scientists have developed hardware and software that allows you to capture footage as if it was filmed through the eyes of animals such as honeybees and birds.It’s an intriguing, revealing look at nature and animal behavior, and one the researchers from the University of Sussex and the Hanley Color Lab at George Mason…

New methods to improve the accuracy of cross-national surveys

Credit: Pixabay/CC0 Public Domain Research by Social Statistics has highlighted new methods to improve the accuracy of cross-national surveys. Cross-national surveys run the risk of differential survey errors, where data collected vary in quality from country to country. The study is published in the Journal of Survey Statistics and Methodology. Responsive and

A new, rigorous assessment of remote sensing tool’s accuracy for supporting satellite-based water management

An image showing the OpenET data explorer raster view of evapotranspiration. Credit: DRI/OpenET Sustainable water management is an increasing concern in arid regions around the world, and scientists and regulators are turning to remote sensing tools like OpenET to help track and manage water resources. OpenET uses publicly available data produced by NASA and USGS Landsat and other satellite systems to calculate…

AI assist allows humble chest X-ray to diagnose COVID with 98% accuracy

Researchers have developed a deep learning-based AI algorithm that automatically analyzes chest X-rays to rapidly detect COVID-19 infection with more than 98% accuracy, distinguishing between normal X-rays and X-rays from people with pneumonia, which often presents with the same symptoms as COVID.Real-time reverse transcription-polymerase chain reaction (RT-PCR) testing is the most widely used method of diagnosing COVID-19 infection. But there are issues with using real-time PCR testing: it’s costly, results can be slow,…

The accuracy of self-estimation in evaluating technology use

Credit: CC0 Public Domain In a recent study examining the accuracy of self-estimation in evaluating technology use, researchers analyzed data from more than 300 iPhone users in China. The findings indicate a moderate correlation between self-reported usage and actual screen time. However, a notable finding is that the longer individuals engage with social media or smartphones, the less accurate their self-reporting of use…

IoT Data Fusion: Accuracy and Consistency

The Internet of Things (IoT) has ushered in a new era of connectivity, allowing a multitude of devices to communicate and share data. However, the vast and diverse nature of IoT data sources poses significant challenges in terms of data accuracy and consistency. Data fusion and management have emerged as critical components in addressing these challenges, ensuring that the information collected from IoT devices is reliable and useful. In this technical article, we delve into key aspects of data fusion and management in…

AI-screened eye pics diagnose childhood autism with 100% accuracy

Researchers have taken photographs of children’s retinas and screened them using a deep learning AI algorithm to diagnose autism with 100% accuracy. The findings support using AI as an objective screening tool for early diagnosis, especially when access to a specialist child psychiatrist is limited.At the back of the eye, the retina and the optic nerve connect at the optic disc. An extension of the central nervous system, the structure is a window into the brain and researchers have started capitalizing on their ability…

Advanced GNSS technique enhances accuracy in landslide monitoring

The layout of the GNSS monitoring stations in the Tengqing landslide. Credit: Satellite Navigation (2023). DOI: 10.1186/s43020-023-00119-0 In a study published on 13 November 2023, in the journal Satellite Navigation, researchers from Chang'an University have developed a novel approach using the Precise Point Positioning (PPP) technique combined with a cumulative sum control chart (CUSUM) method. This method enables the…

AI recreates clothing with 95.7% accuracy in breakthrough experiment

The hype around AI continues to spread, and we’re seeing new ways that AI can make our lives easier and even more productive. The latest experiment to see some success shows that AI can recreate clothing just by looking at a single image of the clothing in question. It’s an intriguing experiment, and one that the researchers say has shown a 95.7 percent success rate at recreating the clothing that it was shown. The experiment is a two-stage AI system known as Sewformer. The researchers trained it on 1 million…