huggingface - Model testing

Edge Impulse Experts / huggingface Public

Target: Nvidia Jetson Nano 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	Accuracy	Result
healthy_test.8	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.9	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.33	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.6	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.7	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.32	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.34	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.41	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.5	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.40	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.38	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.4	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.37	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.39	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.36	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.31	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.30	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.35	healthy	0%	1 bean_rust	Show classification Show in data acquisition
healthy_test.3	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.28	healthy	100%	1 healthy	Show classification Show in data acquisition
healthy_test.27	healthy	0%	1 bean_rust	Show classification Show in data acquisition

Model testing output

Results

Accuracy

86.72%

Confusion matrix

	angular_leaf_spot	bean_rust	healthy	uncertain
angular_leaf_spot	90.7%	4.7%	0%	4.7%
bean_rust	11.6%	74.4%	4.7%	9.3%
healthy	0%	4.8%	95.2%	0%
f1 score	0.90	0.81	0.95

Feature explorer

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	Arijit Das

Test data

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Model testing output

Results

Accuracy

Confusion matrix

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