Edge Impulse Inc. / Truck Detection (Validation Demo) Public

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Truck Detection (Validation Demo)

Dataset: https://www.kaggle.com/datasets/beethoo/trucks-detection

Object detection

https://www.kaggle.com/datasets/beethoo/trucks-detection

About this project

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Data (737 items)

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IMG_0765_jpeg.rf.d5eee6a1817df2c7cd602e674977169b

ID: 1094874563

Image_013456_jpg.rf.e56b5190b424f1b1fba7ec8fa3d11f90

ID: 1094874640

Image_013362_jpg.rf.acb5e8cb0651ba4dbcf124d50e9069e2

ID: 1094875123

IMG_0795_jpeg.rf.eed364ff51eec68d56ca46d317552f60

ID: 1094874688

IMG_0856_jpeg.rf.e6a3e53891a69484e16949e656cd17c9

ID: 1094874897

IMG_0870_jpeg.rf.9f59bce3f3d6392317907e0f8d76b0cf

ID: 1094874528

IMG_0818_jpeg.rf.fe98c9f3eae3085a5207df48173ad16b

ID: 1094874876

IMG_0780_jpeg.rf.97ced098a0c69319ccdc52e3a6451893

ID: 1094874866

Model accuracy (Unoptimized (float32))

Validation set

55.6%

Test set

30.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

762 ms.

Peak RAM usage

119.4K

Flash usage

90.0K

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Dataset summary

Data collected

737 items

Labels

truck

Project info

Project ID	489257
Project version	1
License	BSD 3-Clause Clear
No. of views	29,592
No. of clones	3