PARAMESH SRIRAM PARALI SUDARSHAN / Symbol4 Public
Target: Sony Spresense (Cortex-M4F 156MHz) 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 F1 score Result
testing.557mmvua Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
testing.54vsk0t1 Circle, Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
testing.54voou7f Circle, Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
testing.54voem5r Circle, Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vnf3ac Circle, Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle_rotated_45 Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle_rotated_35 Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle_panned_y_-40 Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle_panned_y_-20 Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle_panned_y_15 Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle_panned_x_-15 Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vja7ft Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vj9hg5 Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
testing.54vj63d2 Circle, Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
testing.54vj5b4t Circle, Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vhh0ap Rectangle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vhgmlh Rectangle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vhchas Circle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vhbnrl Circle 0%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vha1tn Circle 66%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vh8009 Circle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vh6ul9 Circle 100%
Show classification Show in data acquisition Show in feature explorer
Rectangle.54vh3ruu Circle 100%
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
60.87%

Metrics for Object detection

Metric Value
Precision (non-background) 0.95
Recall (non-background) 0.72
F1 Score (non-background) 0.82

Confusion matrix

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Feature explorer

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