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Konica Minolta Wins the MIRU Interactive Presentation Award for Two AI Technologies Related to Human Behavior Zero-shot Abnormal Behavior Recognition and Fast and High-accuracy Human Behavior Recognition

Konica Minolta Wins the MIRU Interactive Presentation Award for Two AI Technologies Related to Human Behavior.
Taiki Sekii Ryo Hachiuma Fumiaki Sato Information Processing Society Of Japan Interest Group On Computer Vision Details Of Research

"A single smartwatch-based segmentation approach in human activity reco" by Yande Li, Lulan Yu et al.

The development of smart wearable devices has driven the rapid progress of activity recognition. However, existing activity recognition methods are still struggling to recognize single arm swings due to coarse-grained sensor data segmentation. Refined arm-swing-wise data segmentation is vital in some specific cases, such as the rehabilitation of disabled patients. In this paper, we propose a smartwatch-based arm-swing-wise data segmentation approach for human activity recognition, which converts...
Activity Recognition Data Segmentation
Source: uow.edu.au

"Dense CNN and IndRNN for the Sussex-Huawei Locomotion-Transportation R" by Chuankun Li, Shuai Li et al.

The Sussex-Huawei Locomotion Challenge (SHL) 2021 organized at the HASCA Workshop of UbiComp 2021 is to recognize human activity by using GPS reception, GPS location, Wifi reception and GSM cell tower scans data. Compared with the previous challenge, this challenge is more difficult. In this paper, our team (NUC) summarize our submission to the competition. We propose a framework of deep learning including one-dimensional (1D) Dense CNN and Dense IndRNN networks to explore short and long-Term sp...
Sussex Huawei Locomotion Challenge Activity Recognition Deep Learning
Source: uow.edu.au

Truecaller's Guardians app crosses 1 mn downloads, India leads

Guardians safety app from Truecaller on Wednesday announced its has crossed one million downloads worldwide, with 60 per cent downloads from India.Launch in March this year, Guardians has received 4.5 stars rating on Google Play Store and is ...
Google Play Apple App Google Play Store Activity Recognition கூகிள் விளையாடு ஆப்பிள் செயலி

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Google just took the first step in fixing a big Android problem — weirdly, starting with sleep-tracking apps

Sleep tracking apps on Android will soon use less power Android apps that have to run in the background like sleep-trackers have had a rough time. Among other things, they suffer inconsistent and unreliable background app limitations across different Android versions, which can interfere with how the apps work at a very fundamental level. This doesnt fix  that issue, but today Google is rolling out a specific API just for those apps, letting them pull sleep duration data right from the system ...
Google Play Services Google Play Activity Recognition Google Fit Google Clock Play Services

Android Sleep API to make sleep tracking apps more efficient

Android Sleep API to make sleep tracking apps more efficient JC Torres - Feb 25, 2021, 7:19pm CST There has been perhaps an overabundance of focus on activity trackers, most of them targeting, well, activities. While movement and exercise are, of course, important, they aren’t the only measures of a healthy lifestyle. Sleep is just as important, perhaps even more so these days. In an effort to help app developers and, consequently, users develop better sleeping habits, Goog...
Google Play Services Activity Recognition Sleep As Android Physical Activity Recognition கூகிள் விளையாடு சேவைகள் நடவடிக்கை அங்கீகாரம்

Google's Sleep API to Improve Sleep Tracking, Save Your Phone Battery

Google’s Sleep API to Improve Sleep Tracking, Save Your Phone Battery Google Sleep API will come built in the Google Play Services. By Sourabh Kulesh | Updated: 26 February 2021 18:48 IST Photo Credit: Google Highlights Sleep As Android uses Google Sleep API Sleep As Android can be downloaded from the Android Store Google Sleep API is being made publicly available, and this will allow sleep tracking apps on Android smartphones use less power to detect sleep p...
Google Play Services Google Sleep Activity Recognition Sleep As Android Android Activity Recognition Physical Activity Recognition
Source: ndtv.com

Google to improve urban GPS accuracy for apps - GPS World

Google to improve urban GPS accuracy for apps Originally posted in the Android Developers Blog, the following is reprinted with permission from authors Frank van Diggelen, principal engineer, and Jennifer Wang, product manager, Google. At Android, we want to make it as easy as possible for developers to create the most helpful apps for their users. That’s why we aim to provide the best location experience with our APIs like the Fused Location Provider API (FLP). However, we’ve heard from ma...
United States New Zealand Zhanghua Xian South Africa Frank Van Diggelen Francesco Grilli

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