Fire Detection with sensor fusion - Model testing

Nekhil R / Fire Detection with sensor fusion Public

Target: Cortex-M7 216MHz 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
testing.3kk5d8r4	testing	10s			Show classification Show in data acquisition
testing.3kk5c4to	testing	10s			Show classification Show in data acquisition
testing.3kjkej6l	testing	10s			Show classification Show in data acquisition
testing.3kjjoej7	testing	10s			Show classification Show in data acquisition
testing.3kjj0r4d	testing	10s			Show classification Show in data acquisition
testing.3kjivp53	testing	10s			Show classification Show in data acquisition
testing.3kjisvjb	testing	10s			Show classification Show in data acquisition
testing.3kjis0pv	testing	5s			Show classification Show in data acquisition
testing.3kjir39j	testing	5s			Show classification Show in data acquisition
testing.3kjiq8sk	testing	5s			Show classification Show in data acquisition
testing.3ki80o0i	testing	5s			Show classification Show in data acquisition
testing.3ki7m4fl	testing	5s			Show classification Show in data acquisition
testing.3ki7gj3q	testing	5s			Show classification Show in data acquisition
testing.3ki7fuhd	testing	5s			Show classification Show in data acquisition
testing.3ki7eqs1	testing	5s			Show classification Show in data acquisition
Fire.3k9f7pus	Fire	10s	100%	7 Fire	Show classification Show in data acquisition
Fire.3k9f5nmg	Fire	10s	100%	7 Fire	Show classification Show in data acquisition
Fire.3k9f19pd	Fire	10s	100%	7 Fire	Show classification Show in data acquisition
Fire.3k9eub4l	Fire	10s	100%	7 Fire	Show classification Show in data acquisition
Fire.3k9eqec1	Fire	10s	100%	7 Fire	Show classification Show in data acquisition
Fire.3k9ejsdd	Fire	10s	14%	6 No fire, 1 Fire	Show classification Show in data acquisition

Model testing output

Results

Accuracy

92.86%

Confusion matrix

	Fire	No fire	uncertain
Fire	85.7%	14.3%	0%
No fire	0%	100%	0%
f1 score	0.92	0.93

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	Nekhil R

Test data

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Model testing output

Results

Accuracy

Confusion matrix

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