How to Develop 1D Convolutional Neural Network Models for Human Activity Recognition

Human activity recognition is the problem of classifying sequences of accelerometer data recorded by specialized harnesses or smart phones into known well-defined movements. Classical approaches to the problem involve hand crafting features from the time series data based on fixed-sized windows and training machine learning…

How to Evaluate Machine Learning Algorithms for Human Activity Recognition

Human activity recognition is the problem of classifying sequences of accelerometer data recorded by specialized harnesses or smart phones into known well-defined movements. Classical approaches to the problem involve hand crafting features from the time series data based on fixed-sized windows and training machine learning…

CNN Tensor Shape Explained – Convolutional Neural Networks and Feature Maps

Convolutional neural networks are artificial neural nets used for image recognition in deep learning. Let’s look at the typical tensor input shape for a CNN. We’ll also introduce input channels, output channels, and feature maps. Check out the corresponding blog and other resources for this…

How to Model Human Activity From Smartphone Data

Human activity recognition is the problem of classifying sequences of accelerometer data recorded by specialized harnesses or smart phones into known well-defined movements. It is a challenging problem given the large number of observations produced each second, the temporal nature of the observations, and the…

A Gentle Introduction to a Standard Human Activity Recognition Problem

Human activity recognition is the problem of classifying sequences of accelerometer data recorded by specialized harnesses or smart phones into known well-defined movements. It is a challenging problem given the large number of observations produced each second, the temporal nature of the observations, and the…

Artificial Intelligence Products Market: Rising Use of Enhanced Technology And Applications In Various Sector To Drive Demand Till 2021 | Million Insights

… recognition are the particular applications. Artificial Intelligence Products industry product types, applications … Chip Hardware, and others classify Artificial Intelligence Products Market. Applications into Automotive … . Retail and BFSI follow suit. Artificial Intelligence Products Industry is segmented geographically … VISIT THE SOURCE ARTICLE…

The Hidden Gems of Data Accessibility Statements | PLOS Blogs Network

  Sometimes the best part of reading a scientific paper is an unexpected moment of recognition — not in the science, but in the humanity of the scientists. It’s reassuring in a way to find VISIT THE SOURCE ARTICLE The Hidden Gems of Data Accessibility…

Artificial intelligence identifies gender from a smile

… recognition, through interpretation by an artificial intelligence platform. Such a system will … women smile differs sufficiently for artificial intelligence system to spot the difference … , with each person smiling. The artificial intelligence successfully determined the gender in … VISIT THE SOURCE ARTICLE…

Using Artificial Intelligence to Power Brand Identity – Cascade Business News

Establishing the Brand Identity is essential for any business to gain positive recognition among their potential customers. Businesses use social media marketing, video advertising and other techniques to promote their brand. Designing a unique and powerful logo for your business is crucial as it reflects…

Using Artificial Intelligence to Power Brand Identity – Cascade Business News

Establishing the Brand Identity is essential for any business to gain positive recognition among their potential customers. Businesses use social media marketing, video advertising and other techniques to promote their brand. Designing a unique and powerful logo for your business is crucial as it reflects…