Edge Impulse Experts / Solar Edge AI Forest Watcher for Logging and Poaching Public
Target: Cortex-M4F 80MHz 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 Length Accuracy Result
2_10246 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
2_10243 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
27_12765 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
2_10256 zbackground 2s 100% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
5_10527 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
27_12729 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
6_10672 zbackground 2s 100% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
27_12732 zbackground 2s 100% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
6_10640 zbackground 2s 100% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
2_10264 zbackground 2s 0% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
5_10516 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
23_12305 zbackground 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
5_10562 zbackground 2s 100% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
5_10558 zbackground 2s 100% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
23_12329 zbackground 2s 0% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10914 vehicle 2s 0% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
9_10928 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10901 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10913 vehicle 2s 0% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
9_10974 vehicle 2s 0% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
9_10971 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10965 vehicle 2s 0% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
9_10957 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10968 vehicle 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
9_10941 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10951 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10936 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10908 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10927 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
9_10926 vehicle 2s 100% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
15_11555 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11553 gunshot 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
15_11540 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11533 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11556 gunshot 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
15_11521 gunshot 2s 0% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
15_11537 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11512 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11520 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11505 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11517 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11572 gunshot 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
15_11567 gunshot 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
15_11571 gunshot 2s 100% 1 gunshot
Show classification Show in data acquisition Show in feature explorer
15_11563 gunshot 2s 0% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
11_11107 chainsaw 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
11_11139 chainsaw 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
11_11129 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11117 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11160 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11171 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11175 chainsaw 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
11_11152 chainsaw 2s 0% 1 vehicle
Show classification Show in data acquisition Show in feature explorer
11_11146 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11153 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11143 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11154 chainsaw 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
11_11141 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11125 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11135 chainsaw 2s 100% 1 chainsaw
Show classification Show in data acquisition Show in feature explorer
11_11134 chainsaw 2s 0% 1 zbackground
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
57.38%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.91
Weighted average Precision 0.78
Weighted average Recall 0.75
Weighted average F1 score 0.76

Confusion matrix

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Feature explorer

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