A Deep Learning-Based Framework for Human Activity Recognition in Smart Homes

Table 2

List of classes (extracted from [24]). Each class is denoted by its location followed by the activity label.

Entrance|Entering	Entrance|Leaving
Kitchen|Preparing	Kitchen|Cooking
Kitchen|Washing_the_dishes	Kitchen|Cleaning
Living_room|Eating	Living_room|Cleaning
Living_room|Computing	Living_room|Watching_TV
Staircase|Going_up	Staircase|Going_down
Office|Computing	Office|Watching_TV
Office|Cleaning	Bedroom|Dressing
Bedroom|Reading	Bedroom|Napping
Bedroom|Cleaning	Toilet|Using_the_toilet
Bathroom|Showering	Bathroom|Using_the_sink
Bathroom|Using_the_toilet	Bathroom|Cleaning