Vishaliisc / Pest Detection Smart Trap 1 Public
Target: Arduino Nicla Vision M4 (Cortex-M4 240MHz) 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.

Apply filters

Sample name Expected outcome F1 score Result
_DSC0707 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 71%
Show classification Show in data acquisition Show in feature explorer
_DSC0712 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata 52%
Show classification Show in data acquisition Show in feature explorer
_DSC0691 dorsalis, dorsalis, zonata 57%
Show classification Show in data acquisition Show in feature explorer
_DSC0715 dorsalis, dorsalis, zonata 85%
Show classification Show in data acquisition Show in feature explorer
_DSC0690 dorsalis, zonata 80%
Show classification Show in data acquisition Show in feature explorer
_DSC0643 dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 61%
Show classification Show in data acquisition Show in feature explorer
_DSC0655 dorsalis, zonata 80%
Show classification Show in data acquisition Show in feature explorer
_DSC0634 dorsalis, dorsalis, dorsalis, zonata , zonata 60%
Show classification Show in data acquisition Show in feature explorer
_DSC0650 dorsalis, dorsalis 100%
Show classification Show in data acquisition Show in feature explorer
_DSC0632 dorsalis, zonata , zonata 57%
Show classification Show in data acquisition Show in feature explorer
_DSC0626 dorsalis, dorsalis, zonata , zonata 66%
Show classification Show in data acquisition Show in feature explorer
_DSC0630 dorsalis, zonata 66%
Show classification Show in data acquisition Show in feature explorer
_DSC0605 dorsalis, dorsalis, dorsalis, dorsalis, zonata 80%
Show classification Show in data acquisition Show in feature explorer
_DSC0584 dorsalis, dorsalis, dorsalis, dorsalis, zonata 90%
Show classification Show in data acquisition Show in feature explorer
_DSC0611 dorsalis, dorsalis, dorsalis 85%
Show classification Show in data acquisition Show in feature explorer
_DSC0571 dorsalis, dorsalis, dorsalis, zonata 75%
Show classification Show in data acquisition Show in feature explorer
_DSC0596 dorsalis, dorsalis 80%
Show classification Show in data acquisition Show in feature explorer
_DSC0575 dorsalis, zonata 66%
Show classification Show in data acquisition Show in feature explorer
_DSC0579 dorsalis, zonata 80%
Show classification Show in data acquisition Show in feature explorer
_DSC0569 dorsalis, zonata , zonata 85%
Show classification Show in data acquisition Show in feature explorer
fd3c2d27 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 63%
Show classification Show in data acquisition Show in feature explorer
f9d6d0f6 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 66%
Show classification Show in data acquisition Show in feature explorer
f1365722 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 85%
Show classification Show in data acquisition Show in feature explorer
e8520c26 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 85%
Show classification Show in data acquisition Show in feature explorer
f1aec975 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 83%
Show classification Show in data acquisition Show in feature explorer
e42f5852 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 86%
Show classification Show in data acquisition Show in feature explorer
e1663542 dorsalis, dorsalis, zonata , zonata , zonata , zonata 100%
Show classification Show in data acquisition Show in feature explorer
d4fe2c05 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 78%
Show classification Show in data acquisition Show in feature explorer
9c7a4bb7 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 83%
Show classification Show in data acquisition Show in feature explorer
9f30e9d3 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata 96%
Show classification Show in data acquisition Show in feature explorer
98e6ed60 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata 80%
Show classification Show in data acquisition Show in feature explorer
982e4e02 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 82%
Show classification Show in data acquisition Show in feature explorer
91 dorsalis, dorsalis, dorsalis, zonata , zonata 80%
Show classification Show in data acquisition Show in feature explorer
8b43958d dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 96%
Show classification Show in data acquisition Show in feature explorer
87 dorsalis, dorsalis, zonata 66%
Show classification Show in data acquisition Show in feature explorer
84f6d8f5 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata 81%
Show classification Show in data acquisition Show in feature explorer
84edda83 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 84%
Show classification Show in data acquisition Show in feature explorer
824abb9d dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 74%
Show classification Show in data acquisition Show in feature explorer
76670a55 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 86%
Show classification Show in data acquisition Show in feature explorer
76395514 dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata 70%
Show classification Show in data acquisition Show in feature explorer
7624f15e dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 90%
Show classification Show in data acquisition Show in feature explorer
76 dorsalis, zonata 80%
Show classification Show in data acquisition Show in feature explorer
70ab48f4 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 88%
Show classification Show in data acquisition Show in feature explorer
71ea028f dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 85%
Show classification Show in data acquisition Show in feature explorer
6a20b981 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 78%
Show classification Show in data acquisition Show in feature explorer
664c5911 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 66%
Show classification Show in data acquisition Show in feature explorer
61637895 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 83%
Show classification Show in data acquisition Show in feature explorer
63 dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata 53%
Show classification Show in data acquisition Show in feature explorer
60 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata 85%
Show classification Show in data acquisition Show in feature explorer
56 dorsalis, dorsalis, dorsalis, zonata 75%
Show classification Show in data acquisition Show in feature explorer
5c43f48a dorsalis, dorsalis, dorsalis, zonata , zonata 72%
Show classification Show in data acquisition Show in feature explorer
59 dorsalis, dorsalis 100%
Show classification Show in data acquisition Show in feature explorer
55 dorsalis, dorsalis, dorsalis, zonata , zonata 66%
Show classification Show in data acquisition Show in feature explorer
568d85b6 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 89%
Show classification Show in data acquisition Show in feature explorer
51 zonata , zonata 66%
Show classification Show in data acquisition Show in feature explorer
40 dorsalis, dorsalis, dorsalis, zonata 75%
Show classification Show in data acquisition Show in feature explorer
4e01625e dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 90%
Show classification Show in data acquisition Show in feature explorer
48b53d69 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 90%
Show classification Show in data acquisition Show in feature explorer
479891eb dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 85%
Show classification Show in data acquisition Show in feature explorer
43647dbc dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata 72%
Show classification Show in data acquisition Show in feature explorer
4287a2e0 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 82%
Show classification Show in data acquisition Show in feature explorer
417b2d88 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 89%
Show classification Show in data acquisition Show in feature explorer
37 dorsalis, zonata 100%
Show classification Show in data acquisition Show in feature explorer
3ca1fef1 dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 63%
Show classification Show in data acquisition Show in feature explorer
38f0dd8d dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 87%
Show classification Show in data acquisition Show in feature explorer
26 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata 95%
Show classification Show in data acquisition Show in feature explorer
30 zonata , zonata 88%
Show classification Show in data acquisition Show in feature explorer
31300eb1 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 80%
Show classification Show in data acquisition Show in feature explorer
2e39bc67 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 91%
Show classification Show in data acquisition Show in feature explorer
223 dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 53%
Show classification Show in data acquisition Show in feature explorer
2bee8b44 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata 88%
Show classification Show in data acquisition Show in feature explorer
26641bbb dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 87%
Show classification Show in data acquisition Show in feature explorer
232699f4 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 69%
Show classification Show in data acquisition Show in feature explorer
20200727_175054 dorsalis, dorsalis, dorsalis, dorsalis, zonata 90%
Show classification Show in data acquisition Show in feature explorer
20200727_174959 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata 80%
Show classification Show in data acquisition Show in feature explorer
20200727_175013 dorsalis, dorsalis, dorsalis, zonata , zonata 90%
Show classification Show in data acquisition Show in feature explorer
20 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 86%
Show classification Show in data acquisition Show in feature explorer
20200727_170936 dorsalis, dorsalis, dorsalis, zonata 88%
Show classification Show in data acquisition Show in feature explorer
20200727_164807(0) dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata 90%
Show classification Show in data acquisition Show in feature explorer
20200727_164747 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata 92%
Show classification Show in data acquisition Show in feature explorer
16 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 45%
Show classification Show in data acquisition Show in feature explorer
20200727_164714 dorsalis, zonata 50%
Show classification Show in data acquisition Show in feature explorer
20200727_164504 dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 71%
Show classification Show in data acquisition Show in feature explorer
20200727_164656 dorsalis, dorsalis 100%
Show classification Show in data acquisition Show in feature explorer
11 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 74%
Show classification Show in data acquisition Show in feature explorer
20200727_164402 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata 83%
Show classification Show in data acquisition Show in feature explorer
1f03e3e8 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 80%
Show classification Show in data acquisition Show in feature explorer
1a8bd8aa dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 88%
Show classification Show in data acquisition Show in feature explorer
16a0e405 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 71%
Show classification Show in data acquisition Show in feature explorer
119 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 60%
Show classification Show in data acquisition Show in feature explorer
108 dorsalis, dorsalis, zonata , zonata , zonata 66%
Show classification Show in data acquisition Show in feature explorer
103 dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata 71%
Show classification Show in data acquisition Show in feature explorer
04d17184 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 81%
Show classification Show in data acquisition Show in feature explorer
07cc7a2a dorsalis, dorsalis, dorsalis, zonata , zonata 92%
Show classification Show in data acquisition Show in feature explorer
101987f0 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata 81%
Show classification Show in data acquisition Show in feature explorer
0aed52d4 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 83%
Show classification Show in data acquisition Show in feature explorer
0de76658 dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, dorsalis, zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata , zonata 54%
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
61.86%

Metrics for Object detection

Metric Value
Precision (non-background) 0.85
Recall (non-background) 0.76
F1 Score (non-background) 0.80

Confusion matrix

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Feature explorer

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