Driver Drowsiness Detection - Model testing

Shebin Jose Jacob / Driver Drowsiness Detection Public

Target: Arduino Nicla Vision (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	F1 score
sample.3ldhngo5	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldi03pp	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhv8m8	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhrt17	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhqcpd	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhltdt	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhkhjq	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhivdb	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhhiqh	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhgnsq	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhfb7u	Closed_Eye, Closed_Eye	100%	Show classification Show in data acquisition
sample.3ldhap5g	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldhag6t	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldh9lgn	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldh67bl	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldgvh63	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldgqt3c	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldghi6k	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition
sample.3ldgg531	Open_Eye, Open_Eye	100%	Show classification Show in data acquisition

Model testing output

Results

Accuracy

100.00%

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	Name
	Shebin Jose Jacob

Test data

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Model testing output

Results

Accuracy

Confusion matrix

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Model testing output

Results

Accuracy

Confusion matrix

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