Human Activity Detection Dataset

Context

This dataset was created to allow a user to classifying human activity into 6 categories to be used for surveillance in Hospitals, Old Age homes and Schools.

Content

What's inside is more than just rows and columns. Make it easy for others to get started by describing how you acquired the data and what time period it represents, too.
The data was acquired by scraping the web for Non Copyright images. The dataset involved humans of various backgrounds, ages, skin tone, time of day.
Although I've tried my best to include various backgrounds, ages, skin tone, time of day; few categories don't have such.