Edge Impulse Experts / Snoring Detection (Syntiant NDP120) Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set confidence thresholds
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.
Sample name Expected outcome Length Accuracy Result
1_94 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_89 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_74 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_62 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_59 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_5 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_496 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_489 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_479 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_475 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_476 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_477 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_471 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_469 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_465 snoring 1s 0% 2 uncertain
Show classification Show in data acquisition
1_464 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_46 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_460 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_455 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_454 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_451 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_448 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_437 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_440 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_424 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_417 snoring 1s 0% 2 uncertain
Show classification Show in data acquisition
1_415 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_414 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_406 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_399 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_393 snoring 1s 0% 1 z_openset, 1 uncertain
Show classification Show in data acquisition
1_384 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_381 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_364 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_362 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_361 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_351 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_34 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_342 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_330 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_323 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_315 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_310 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_298 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_293 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_285 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_282 snoring 1s 0% 2 uncertain
Show classification Show in data acquisition
1_279 snoring 1s 0% 2 uncertain
Show classification Show in data acquisition
1_28 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_280 snoring 1s 50% 1 snoring, 1 uncertain
Show classification Show in data acquisition
1_27 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_267 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_265 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_261 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_262 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_258 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_248 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_242 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_24 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_238 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_23 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_229 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_220 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_213 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_214 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_205 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_204 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_2 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_197 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_196 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_193 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_18 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_182 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_179 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_178 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_176 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_172 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_171 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_163 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_167 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_153 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_154 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_152 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_140 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_14 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_136 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_138 snoring 1s 0% 2 z_openset
Show classification Show in data acquisition
1_132 snoring 1s 50% 1 snoring, 1 uncertain
Show classification Show in data acquisition
1_131 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_130 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_125 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_120 snoring 1s 50% 1 snoring, 1 uncertain
Show classification Show in data acquisition
1_117 snoring 1s 0% 2 uncertain
Show classification Show in data acquisition
1_100 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_114 snoring 1s 0% 1 z_openset, 1 uncertain
Show classification Show in data acquisition
1_103 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_101 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_102 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
1_1 snoring 1s 100% 2 snoring
Show classification Show in data acquisition
0_97 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_95 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_91 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_9 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_81 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_89 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_86 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_8 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_75 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_69 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_68 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_63 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_59 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_498 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_499 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_490 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_489 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_479 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_472 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_47 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_465 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_46 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_454 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_458 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_455 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_450 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_456 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_452 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_443 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_445 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_442 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_436 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_423 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_425 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_424 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_422 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_418 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_421 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_420 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_416 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_412 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_413 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_410 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_409 z_openset 1s 50% 1 z_openset, 1 uncertain
Show classification Show in data acquisition
0_373 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_4 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_402 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_403 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_400 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_395 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_391 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_390 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_379 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_389 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_386 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_381 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_368 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_367 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_364 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_366 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_351 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_342 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_341 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_335 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_330 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_33 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_323 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_32 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_317 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_314 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_315 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_310 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_303 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_30 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_293 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_292 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_283 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_280 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_268 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_269 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_266 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_260 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_253 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_26 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_258 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_256 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_252 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_248 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_247 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_246 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_245 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_241 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_240 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_228 z_openset 1s 50% 1 z_openset, 1 uncertain
Show classification Show in data acquisition
0_215 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_211 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_221 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_214 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_213 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_208 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_201 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_180 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_189 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_188 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_187 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_169 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_164 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_163 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_159 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_153 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_148 z_openset 1s 0% 2 uncertain
Show classification Show in data acquisition
0_146 z_openset 1s 50% 1 z_openset, 1 uncertain
Show classification Show in data acquisition
0_144 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_128 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_129 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_126 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_117 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_12 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_116 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_114 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_10 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_106 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_11 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition
0_103 z_openset 1s 100% 2 z_openset
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
94.62%

Confusion matrix

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Feature explorer

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