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_0871_jpeg.rf.3d2ccae8da5cc9073e522f0c4ad7f887

ID: 1094875069

IMG_0859_jpeg.rf.2242579480600ca61e81dda84524f509

ID: 1094874606

IMG_0871_jpeg.rf.b3f58f1776aff9519ed30af5c2ab1111

ID: 1094874892

Image_013413_jpg.rf.b3da2dc75e36f27f3072281f54ef553b

ID: 1094874721

IMG_0791_jpeg.rf.286e0f82e0d4cf34e55bf61104cf6888

ID: 1094874940

IMG_0793_jpeg.rf.0538dff02ac0e11e2854ebedd80b337f

ID: 1094874620

IMG_0889_jpeg.rf.3cade68b4c50cc83a68c8a41c2440b22

ID: 1094875066

IMG_0954_jpeg.rf.7dfec86b9adecedb3f7795de7c63752d

ID: 1094874673

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	21,264
No. of clones	2