Ragava / Project1 Public
Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

Test data

Set 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
green clip.4qp185ka Crack detected 100%
Show classification Show in data acquisition
green clip.4qp17n6n Crack detected 100%
Show classification Show in data acquisition
green clip.4qp17jtk Crack detected 100%
Show classification Show in data acquisition
green clip.4qp17i4s Crack detected 100%
Show classification Show in data acquisition
green clip.4qp17gmi Crack detected 100%
Show classification Show in data acquisition
green clip.4qp176oi Crack detected 100%
Show classification Show in data acquisition
green clip.4qp167bl Crack detected 0%
Show classification Show in data acquisition
green clip.4qp1646c Crack detected 100%
Show classification Show in data acquisition
green clip.4qp160q4 Crack detected 100%
Show classification Show in data acquisition
green clip.4qp160bn Crack detected 100%
Show classification Show in data acquisition
green clip.4qp14pf9 Crack detected 100%
Show classification Show in data acquisition
green clip.4qp12bbq Crack detected 100%
Show classification Show in data acquisition
green clip.4qp11oku Crack detected 100%
Show classification Show in data acquisition
green clip.4qp11ipf Crack detected 100%
Show classification Show in data acquisition
green clip.4qp11f1n Crack detected 100%
Show classification Show in data acquisition
green clip.4qp0vmg9 Crack detected 100%
Show classification Show in data acquisition
green clip.4qp0vacf Crack detected 100%
Show classification Show in data acquisition
green clip.4qp0v6mi Crack detected 100%
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
94.44%

Metrics for Object detection

Metric Value
Precision (non-background) 1.00
Recall (non-background) 0.94
F1 Score (non-background) 0.97

Confusion matrix

F1 scoreuncertain
F1 score--
f1 score0.00

Feature explorer

Error while loading features: {"response":{"readyState":0,"status":0,"statusText":"error"},"errorThrown":""}
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