driver-drowsiness-detection-3 - Model testing

Nugro Isworo / driver-drowsiness-detection-3 Public

Target: Raspberry Pi 5 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
videoplayback_mp4-376_jpg.rf.6b9eaa956f38a3c131ba1a2e07400f13.jpg.56ba6q72.ingestion-85964c49dc-7nb8s	mata_terpejam, mata_terpejam, tidak_menguap	0%	Show classification Show in data acquisition
2131	mata_terbuka, mata_terbuka, tidak_menguap	80%	Show classification Show in data acquisition
2132	mata_terbuka, mata_terbuka, tidak_menguap	80%	Show classification Show in data acquisition
2133	mata_terbuka, mata_terbuka, tidak_menguap	80%	Show classification Show in data acquisition
2134	mata_terbuka, mata_terbuka, tidak_menguap	80%	Show classification Show in data acquisition
2136	mata_terbuka, mata_terbuka, tidak_menguap	80%	Show classification Show in data acquisition
22-09-23_mp4-1812_jpg.rf.6c9908cf85f9e4a753cd10fb22657f1b	mata_terpejam, mata_terpejam, tidak_menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-2056_jpg.rf.7542982e774715addb4c1ab298b9e587	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
326	mata_terpejam, mata_terpejam, menguap	50%	Show classification Show in data acquisition
22-09-23_mp4-2107_jpg.rf.a36ae079ea05fe3278eafccda9c2f3ee	mata_terpejam, mata_terpejam, menguap	80%	Show classification Show in data acquisition
videoplayback_mp4-55_jpg.rf.4ed61374117ef6c00ac147b52af6a842	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
videoplayback_mp4-77_jpg.rf.9541389d247a7c5f66d31efe81b771ca	mata_terpejam, mata_terpejam, menguap	33%	Show classification Show in data acquisition
22-09-23_mp4-1031_jpg.rf.a367d1328d4a8adeeb6fdbea8c0821de	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-859_jpg.rf.a66548bd096790be8fb3355d5f4cfe2f	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-439_jpg.rf.58928644ae4a5f0cc7288ef428b53759	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-2062_jpg.rf.97d8919393fcce1ce0095d3bae5447e8	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-1155_jpg.rf.8567e7625f56a49ba8a33bdb01297c05	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-955_jpg.rf.b710dfad18e33bf5d3b3f49a8239c71f	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-601_jpg.rf.0de0c955175d9653ebecf6f1af6daa28	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-1126_jpg.rf.a4ed38caf92cfa65c1ec159bf861cae7	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition
22-09-23_mp4-1135_jpg.rf.842d289657815c98549405582810da1a	mata_terpejam, mata_terpejam, menguap	100%	Show classification Show in data acquisition

Model testing output

Results

Accuracy

92.50%

Metrics for Object detection

Metric	Value
Precision (non-background)	0.96
Recall (non-background)	0.92
F1 Score (non-background)	0.94

Confusion matrix

	F1 score	uncertain
F1 score	-	-
f1 score	0.00

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
	Louis Moreau Edge Impulse staff
	NI Nugro Isworo