Salman Faris / worker safety wearable - Ported for xG24 Public
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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.
Sample name Expected outcome Length Accuracy Result
testing.42hnssb1 testing 10s 2 Correct posture - squat
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Correct posture - squat.3fuata9p Correct posture - squat 30s 86% 6 Correct posture - squat, 1 InCorrect posture - Bent Down
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InCorrect posture - Bent Down.3fubg05a InCorrect posture - Bent Down 30s 86% 6 InCorrect posture - Bent Down, 1 Improper Sitting posture
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Walking.3fublcdc Walking 30s 100% 7 Walking
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Good Sitting posture.3fuc2mba Correct Sitting posture 20s 100% 5 Correct Sitting posture
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Improper Sitting posture.3fuc49m8 Improper Sitting posture 20s 80% 4 Improper Sitting posture, 1 InCorrect posture - Bent Down
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Model testing output

Results

Model version:
Accuracy
90.32%

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