January 2019
Intermediate to advanced
390 pages
9h 16m
English
Content preview from Hands-On Artificial Intelligence for IoT
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Human activity recognition
One of the most researched smart home application is human activity recognition (HAR). There are many companies trying to develop apps that keep track of physical activity and its corresponding calorie burn count. Health and fitness no doubt is big business. Besides its application in fitness and health, HAR can also be useful in elder care or rehabilitation centers. There have been many approaches to perform HAR, two of which as the follows:
- Use cameras (or radar or similar devices) to record human activity and classify it using a DL approach
- The individuals use wearable sensors (similar to accelerometers in smartphones) whose data is recorded and used to predict the activity
Both approaches have their pros and ...
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