EB / ML_Project_2 Public
Target: Cortex-M4F 80MHz Clone this project

Test data

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Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
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Sample name Expected outcome Length Accuracy Result
Cooking fan off.4rbbnaa9 Cooking fan off 11s 100% 11 Cooking fan off
Show classification Show in data acquisition Show in feature explorer
Cooking fan off.4rbbkk3b Cooking fan off 11s 100% 11 Cooking fan off
Show classification Show in data acquisition Show in feature explorer
Cooking fan off.4rbbcvbo Cooking fan off 11s 100% 11 Cooking fan off
Show classification Show in data acquisition Show in feature explorer
Cooking fan off.4rb9btvg Cooking fan off 11s 64% 7 Cooking fan off, 3 uncertain, 1 Cooking fan on
Show classification Show in data acquisition Show in feature explorer
Cooking fan on.4rb936lh Cooking fan on 11s 100% 11 Cooking fan on
Show classification Show in data acquisition Show in feature explorer
Not cooking.4rb8el6v Not cooking 11s 100% 11 Not cooking
Show classification Show in data acquisition Show in feature explorer
Not cooking.4rb8ctoc Not cooking 11s 100% 11 Not cooking
Show classification Show in data acquisition Show in feature explorer
Not cooking.4rb85ee9 Not cooking 11s 100% 11 Not cooking
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
95.45%

Confusion matrix

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Feature explorer

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