genvex / fire_detection 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 F1 score Result
rgb_0295_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0296_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0299_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0297 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0288 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0283_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0282 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0280 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0277 fire 0%
Show classification Show in data acquisition Show in feature explorer
rgb_0272 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0268_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0272_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0267_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0267 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0268 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0263_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0261 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0260 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0256_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0255_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0257 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0249 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0251_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0246_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0246 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0242 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0237_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0238 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0233_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0230_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0221 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0219_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0218 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0216_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0213_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0211 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0204_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0210 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0202 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0197_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0193 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0194_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0192 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0185 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0184_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0187_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0183 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0186 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0185_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0176 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0172 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0173_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0171 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0164_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0161_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0158_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0158 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0151_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0150_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0147_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0148 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0146_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0144_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0140 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0138_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0136 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0137_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0133 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0130_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0125_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0124 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0121 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0118 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0117 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0116_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0111_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0111 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0110 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0104_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0105_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0102_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0098_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0099_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0093 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0090 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0089 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0084_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0083 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0083_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0076_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0075_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0072_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0072 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0061 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0060_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0056_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0049_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0047 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0047_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0046 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0045_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0051_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0051 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0040_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0038_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0034 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0031_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0028_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0029 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0025_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0023_1 fire, fire, fire 50%
Show classification Show in data acquisition Show in feature explorer
rgb_0017 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0011 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0013_1 fire, fire 66%
Show classification Show in data acquisition Show in feature explorer
rgb_0010_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0009 fire 100%
Show classification Show in data acquisition Show in feature explorer
rgb_0006 fire 0%
Show classification Show in data acquisition Show in feature explorer
rgb_0008_1 fire 100%
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
72.03%

Metrics for Object detection

Metric Value
Precision (non-background) 1.00
Recall (non-background) 0.78
F1 Score (non-background) 0.87

Confusion matrix

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Feature explorer

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