MJRoBot (Marcelo Rovai) / XIAO-ESP32S3-Sense-Object_Detection Public
Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

Test data

Set confidence 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 F1 score Result
20231128155255 bug, bug 100%
Show classification Show in data acquisition
20231128150604 fruit, fruit, fruit, fruit 100%
Show classification Show in data acquisition
20231128150850 bug, bug, fruit, fruit 66%
Show classification Show in data acquisition
20231128150514 fruit, fruit, fruit 80%
Show classification Show in data acquisition
20231128150910 bug 100%
Show classification Show in data acquisition
20231128150938 bug, bug, fruit, fruit 85%
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
83.33%

Confusion matrix

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Feature explorer

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