HumanActivityRecognition

Code to recognize activity from smartphone accelerometer and gyro scope data.

Create a folder 'input' and download files from this URL

https://archive.ics.uci.edu/ml/datasets/human+activity+recognition+using+smartphones

Confusion Matrix Test

Activity	WALKING	WALKING_UPSTAIRS	WALKING_DOWNSTAIRS	SITTING	STANDING	LAYING
WALKING	466	5	25	0	0	0
WALKING_UPSTAIRS	0	448	22	1	0	0
WALKING_DOWNSTAIRS	0	0	420	0	0	0
SITTING	0	0	0	416	69	6
STANDING	0	0	0	27	505	0
LAYING	0	0	0	0	0	537

What the data looks like

What the 1st layer convolution output looks like