Edge Impulse Inc. / Truck Detection (Validation Demo) Public
Target: Cortex-M4F 80MHz 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
IMG_0886_jpeg.rf.76a5411cf93afb15977033e0f74c4243 - 100%
Show classification Show in data acquisition
Image_013560_jpg.rf.b579d515ce8442569277e97e67ce3cfd truck 100%
Show classification Show in data acquisition
WhatsApp-2BImage-2B2017-07-26-2Bat-2-1_jpg.rf.1cbad0c066e595b9160eedf8e55f025e truck 0%
Show classification Show in data acquisition
IMG_0902_jpeg.rf.5d76e25e820814fe67e5ed61d4264512 truck, truck, truck 50%
Show classification Show in data acquisition
Image_013406_jpg.rf.7adf800b18898415ffec484ceec03a63 truck 0%
Show classification Show in data acquisition
Image_013371_jpg.rf.2b1a19962c9b79b32b29aad59535f29b truck 100%
Show classification Show in data acquisition
Image_013502_jpg.rf.513858f7adeec39117ed7f45d0c8453b truck 0%
Show classification Show in data acquisition
IMG_0786_jpeg.rf.4b65f199f0c720f4f143b90d3e0196f5 truck, truck, truck 100%
Show classification Show in data acquisition
IMG_0816_jpeg.rf.de1fb7b4de11397f02e9ff443335405f truck, truck 66%
Show classification Show in data acquisition
IMG_0767_jpeg.rf.a7a0595d6038474a3c7d605bb44a305a truck 100%
Show classification Show in data acquisition
Image_013416_jpg.rf.51767bd87c2cdb219ab83b87743625ee truck 100%
Show classification Show in data acquisition
Image_013455_jpg.rf.1cb6226c002144848c7953975db584ef truck 0%
Show classification Show in data acquisition
Image_013550_jpg.rf.3f0e6475442c40c3d67d906639cf5808 truck 0%
Show classification Show in data acquisition
Image_013475_jpg.rf.6515652d040b78ab7f6e6b457d3cfd27 truck 0%
Show classification Show in data acquisition
IMG_0965_jpeg.rf.3058a601b4311d6c0d7bbedb8c94ddd1 truck 0%
Show classification Show in data acquisition
IMG_0851_jpeg.rf.b88b1cfc980927f7055278f50d38b16c truck, truck, truck 40%
Show classification Show in data acquisition
Image_013406_jpg.rf.a375e487130d416ceb5a3fedf902979d truck 85%
Show classification Show in data acquisition
Image_013578_jpg.rf.18caf9077e6b42ecdd3e6965cee47a05 truck 100%
Show classification Show in data acquisition
Image_013469_jpg.rf.7ccc36dce6c79c158bbcf78da5999aad truck 0%
Show classification Show in data acquisition
ad-assets-2F2020-08-2F1597034527_ctt_jpg.rf.6c7c06dae3ebb2d9cf1fc768feb66671 truck 0%
Show classification Show in data acquisition
IMG_0912_jpeg.rf.9f5e9ff37aaa086aa86f32eb2d827f10 truck 0%
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
30.00%

Metrics for Object detection

Metric Value
Precision (non-background) 0.58
Recall (non-background) 0.42
F1 Score (non-background) 0.49

Confusion matrix

F1 scoreuncertain
F1 score--
f1 score0.00

Feature explorer

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