ANTOINE PORTE / Visual Wake Words for traffic light detection Public
Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

Test data

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Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Accuracy Result
testing.3tel4qr4 testing 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000579003 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000574184 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000562261 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000557981 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000554114 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000549399 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000540763 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000535668 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000522418 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000505440 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000515779 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000504142 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000503707 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000490081 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000484816 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000467522 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000462341 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000459912 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000451872 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000440646 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000450247 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000439969 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000437609 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000431573 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000426175 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000420532 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000412914 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000410437 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000391895 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000386164 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000384553 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000383445 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000375840 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000370043 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000368978 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000356298 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000351053 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000350341 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000337264 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000328757 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000324937 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000321079 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000313789 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000304305 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000310103 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000293802 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000291712 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000288955 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000281455 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000269105 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000262284 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000256091 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000250108 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000244575 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000242499 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000241691 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000232894 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000229643 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000224736 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000216273 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000207056 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000191738 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000192440 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000190767 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000183666 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000180800 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000175831 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000171062 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000169802 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000156397 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000165029 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000156832 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000147980 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000138246 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000134778 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000144200 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000127474 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000122203 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000118113 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000112085 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000097434 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000103579 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000098590 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000086408 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000079472 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000078371 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000077123 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000075083 no traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000074711 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000065227 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000062060 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000051191 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000038029 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000034180 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000026767 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000024430 no traffic light 0% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000015827 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000014869 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000008665 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000002684 no traffic light 100% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000576857 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000570001 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000566026 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000567077 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000564276 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000558594 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000568110 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000554348 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000549568 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000539784 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000536294 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000533069 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000524216 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000514016 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000505967 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000499537 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000495612 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000480780 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000481325 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000476005 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000471350 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000468115 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000462211 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000457348 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000447991 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000446799 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000435312 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000430690 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000425874 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000415828 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000408840 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000406451 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000410446 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000391011 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000390368 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000389378 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000381021 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000374241 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000370210 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000362159 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000360449 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000360181 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000354724 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000349101 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000347453 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000329806 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000325623 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000319345 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000314986 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000308388 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000302572 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000292394 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000293296 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000281696 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000270810 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000267224 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000262987 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000263177 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000260922 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000254917 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000254283 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000236182 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000245383 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000248427 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000225093 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000228411 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000214255 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000206290 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000205573 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000192806 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000184667 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000179346 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000172924 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000168455 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000157269 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000165202 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000155671 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000145873 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000142257 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000137451 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000132982 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000129699 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000118529 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000113408 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000103035 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000101031 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000093620 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000093964 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000074465 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000074096 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000061897 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000064390 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000053139 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000047395 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000033208 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000027756 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000024851 traffic light 0% 1 no traffic light
Show classification Show in data acquisition Show in feature explorer
000000011788 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
000000023201 traffic light 100% 1 traffic light
Show classification Show in data acquisition Show in feature explorer
000000015663 traffic light 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
76.50%

Confusion matrix

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Feature explorer

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