Fall_Detection_using_Transformer - Model testing

Edge Impulse Experts / Fall_Detection_using_Transformer Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

This lists all test data. You can manage this data through Data acquisition.

Test data

Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

Sample name	Expected outcome	Length	Accuracy	Result
FALL.F01_SA01_R04.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA02_R01.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA02_R04.s2	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA02_R04.s1	FALL	4s	0%	1 ADL	Show classification Show in data acquisition
FALL.F01_SA05_R01.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA05_R03.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA08_R02.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA08_R05.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA09_R03.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F06_SA02_R03.s2	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F06_SA02_R03.s1	FALL	4s	0%	1 ADL	Show classification Show in data acquisition
FALL.F02_SA15_R05.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA11_R02.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F06_SA04_R04.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA11_R03.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F02_SA16_R02.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F06_SA04_R03.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA12_R05.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F06_SA05_R02.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F02_SA16_R03.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition
FALL.F01_SA14_R01.s1	FALL	4s	100%	1 FALL	Show classification Show in data acquisition

Model testing output

Results

Accuracy

97.32%

Confusion matrix

	ADL	FALL	uncertain
ADL	98.6%	0.8%	0.6%
FALL	10.4%	88.0%	1.7%
f1 score	0.99	0.91

Feature explorer

Error while loading features: {"response":{"readyState":0,"status":0,"statusText":"error"},"errorThrown":""}

These users will be notified over email when this job finishes.

	Name
	Naveen

Test data

Model variants

Add data

Model testing output

Results

Accuracy

Confusion matrix

Feature explorer

Settings