Edge Impulse Inc. / Performance Calibration: Bird sound classifier Public
Target: MacBook Pro 16" 2020 (Intel Core i9 2.4GHz) Clone this project

Test data

Set 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
roseringedparakeet.1sb346sl roseringedparakeet 8s 92% 11 roseringedparakeet, 1 noise
Show classification Show in data acquisition
roseringedparakeet.1sb345vj roseringedparakeet 8s 100% 13 roseringedparakeet
Show classification Show in data acquisition
roseringedparakeet.1sb345vb roseringedparakeet 8s 92% 12 roseringedparakeet, 1 housesparrow
Show classification Show in data acquisition
roseringedparakeet.1sb345q9 roseringedparakeet 8s 77% 10 roseringedparakeet, 2 uncertain, 1 housesparrow
Show classification Show in data acquisition
roseringedparakeet.1sb345ed roseringedparakeet 8s 85% 11 roseringedparakeet, 2 uncertain
Show classification Show in data acquisition
roseringedparakeet.1sb345e2 roseringedparakeet 8s 38% 6 uncertain, 5 roseringedparakeet, 2 noise
Show classification Show in data acquisition
roseringedparakeet.1sb344qh roseringedparakeet 8s 54% 7 roseringedparakeet, 3 noise, 2 uncertain, 1 housesparrow
Show classification Show in data acquisition
roseringedparakeet.1sb344l1 roseringedparakeet 8s 31% 7 noise, 4 roseringedparakeet, 2 uncertain
Show classification Show in data acquisition
roseringedparakeet.1sb344qa roseringedparakeet 8s 62% 8 roseringedparakeet, 3 uncertain, 1 housesparrow, 1 noise
Show classification Show in data acquisition
roseringedparakeet.1sb344ok roseringedparakeet 8s 77% 10 roseringedparakeet, 3 noise
Show classification Show in data acquisition
roseringedparakeet.1sb344g0 roseringedparakeet 8s 62% 8 roseringedparakeet, 3 uncertain, 2 noise
Show classification Show in data acquisition
roseringedparakeet.1sb343lt roseringedparakeet 7s 82% 9 roseringedparakeet, 2 housesparrow
Show classification Show in data acquisition
roseringedparakeet.1sb343ej roseringedparakeet 8s 54% 7 roseringedparakeet, 4 housesparrow, 2 uncertain
Show classification Show in data acquisition
roseringedparakeet.1sb343b0 roseringedparakeet 8s 100% 12 roseringedparakeet
Show classification Show in data acquisition
roseringedparakeet.1sb342m3 roseringedparakeet 8s 92% 12 roseringedparakeet, 1 uncertain
Show classification Show in data acquisition
roseringedparakeet.1sb342jd roseringedparakeet 8s 85% 11 roseringedparakeet, 2 uncertain
Show classification Show in data acquisition
roseringedparakeet.1sb34246 roseringedparakeet 8s 100% 13 roseringedparakeet
Show classification Show in data acquisition
roseringedparakeet.1sb341oh roseringedparakeet 8s 69% 9 roseringedparakeet, 3 uncertain, 1 noise
Show classification Show in data acquisition
roseringedparakeet.1sb341mu roseringedparakeet 5s 100% 6 roseringedparakeet
Show classification Show in data acquisition
roseringedparakeet.1sb341bs roseringedparakeet 8s 100% 13 roseringedparakeet
Show classification Show in data acquisition
roseringedparakeet.1sb340rn roseringedparakeet 8s 92% 11 roseringedparakeet, 1 uncertain
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
82.62%

Confusion matrix

housesparrownoiseroseringedparakeetuncertain
housesparrow77.4%2.4%11.6%8.6%
noise0.2%88.9%2.9%8.0%
roseringedparakeet2.6%7.9%79.1%10.3%
f1 score0.870.920.41

Feature explorer

Error while loading features: {"response":{"readyState":0,"status":0,"statusText":"error"},"errorThrown":""}
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy