Industrial Dataset Validation Demo - Model testing

Edge Impulse Inc. / Industrial Dataset Validation Demo Public

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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
006615	helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet	75%	Show classification Show in data acquisition
bpart2_001370	helmet , vest	40%	Show classification Show in data acquisition
005308	head , helmet , helmet , vest , vest	60%	Show classification Show in data acquisition
a03438	helmet , vest	66%	Show classification Show in data acquisition
006832	helmet	100%	Show classification Show in data acquisition
bPartB_00490	head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head	48%	Show classification Show in data acquisition
pos_1630	vest , vest	26%	Show classification Show in data acquisition
bPartB_01771	head , head , head , head , head , head , head , head	80%	Show classification Show in data acquisition
bPartA_01553	head , head , head , head	50%	Show classification Show in data acquisition
bPartA_01547	head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head	7%	Show classification Show in data acquisition
bpart2_000708	helmet , helmet	80%	Show classification Show in data acquisition
bPartB_01995	head , head , head , head , head , head , head , head , head , head , head	53%	Show classification Show in data acquisition
a02295	helmet , helmet	36%	Show classification Show in data acquisition
b000664	head , head , head , head , head , helmet , helmet	36%	Show classification Show in data acquisition
005863	helmet , helmet	100%	Show classification Show in data acquisition
bpart2_001628	helmet	80%	Show classification Show in data acquisition
005876	helmet , helmet , vest , vest	50%	Show classification Show in data acquisition
a01951	helmet , helmet , vest , vest	80%	Show classification Show in data acquisition
bPartA_00466	head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head , head	6%	Show classification Show in data acquisition
hard_hat_workers985	helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet , helmet	72%	Show classification Show in data acquisition
hard_hat_workers4991	helmet , helmet , helmet , helmet , helmet	60%	Show classification Show in data acquisition

Model testing output

Results

Accuracy

26.27%

Metrics for Object detection

Metric	Value
Precision (non-background)	0.63
Recall (non-background)	0.36
F1 Score (non-background)	0.46

Confusion matrix

	F1 score	uncertain
F1 score	-	-
f1 score	0.00

Feature explorer

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	Name
	JB Jim Bruges Edge Impulse staff