venkatd / blind object det Public
Target: Arduino Nicla Vision (Cortex-M7 480MHz) 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 Accuracy Result
testing.5pvi8ril testing Wall
Show classification Show in data acquisition Show in feature explorer
testing.5pvi8aiv testing
Show classification Show in data acquisition Show in feature explorer
Objects.5pllrmdm Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllql6q Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllkcbq Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllijsc Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllr3j8 Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plkvrvt Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllfsqm Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllgfnh Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5pllg7ol Objects 0% Person
Show classification Show in data acquisition Show in feature explorer
Objects.5plkmi43 Objects 0% uncertain
Show classification Show in data acquisition Show in feature explorer
Objects.5pllnl0f Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plli5db Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plli2bm Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plkqc43 Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plkfoti Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plkjh4a Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plkb6d0 Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Objects.5plkbis6 Objects 0% uncertain
Show classification Show in data acquisition Show in feature explorer
Objects.5plkcbvc Objects 0% Person
Show classification Show in data acquisition Show in feature explorer
Objects.5plk7haj Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Person.5plioi9k Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Objects.5plkeld0 Objects 100% Objects
Show classification Show in data acquisition Show in feature explorer
Person.5pliod9k Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plih6el Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5pliaqlk Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5pli1hg7 Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plhvmgm Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plhtacp Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plk0ocp Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plk08to Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plhp7dj Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5pljo8gj Person 0% uncertain
Show classification Show in data acquisition Show in feature explorer
Person.5plion9l Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5pljocdk Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plhoihd Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Person.5plhp2c0 Person 100% Person
Show classification Show in data acquisition Show in feature explorer
Wall.5plhehp8 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plhdm0g Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plhfn6r Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plhcq4h Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plguf7s Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgvke7 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plh719i Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgv0k3 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgu8v2 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgrrg0 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plguju1 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgpa3b Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgqu3o Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plhc1qr Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgq6i8 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plha9lm Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plha890 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plh4s8k Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgt3j8 Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgtqre Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgsg5d Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgtiti Wall 0% uncertain
Show classification Show in data acquisition Show in feature explorer
Wall.5plgr8ic Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
Wall.5plgp32n Wall 100% Wall
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
90.00%

Metrics for Transfer learning

Metric Value
Area under ROC Curve 0.98
Weighted average Precision 0.95
Weighted average Recall 0.95
Weighted average F1 score 0.95

Confusion matrix

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Feature explorer

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