Zalmotek / Illegal Logging Detection - TinyML Syntiant Public
Target: Cortex-M4F 80MHz 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
chainsaw-03.s13 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-03.s9 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-03.s2 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-01.s11 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-01.s7 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-01.s3 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-02.s26 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-02.s15 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-02.s9 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-02.s4 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-07.s19 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-07.s15 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-07.s10 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-07.s5 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-07.s1 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-04.s12 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-04.s7 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-04.s2 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-06.s16 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-06.s11 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition
chainsaw-06.s7 Chainsaw 1s 100% 1 Chainsaw
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
99.84%

Confusion matrix

ChainsawZ_Backgrounduncertain
Chainsaw96%4%0%
Z_Background0%100%0%
f1 score0.981.00

Feature explorer

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