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_0874_jpeg.rf.d56af01396ed5f4be4fdeb87107ceabe

ID: 1094874491

IMG_0849_jpeg.rf.66234162f4b1d9fa23e04777b5dc535a

ID: 1094874920

IMG_0795_jpeg.rf.eed364ff51eec68d56ca46d317552f60

ID: 1094874688

IMG_0867_jpeg.rf.4c1b44f2f3d47bc63f0383087442babe

ID: 1094874696

IMG_0835_jpeg.rf.dc9020f7222465f66e462da63caf62c6

ID: 1094874709

IMG_0831_jpeg.rf.b9f23365f15f4f17998cd4372e2ba9a7

ID: 1094875092

IMG_0868_jpeg.rf.f857b40e03d21d10b92cb453adc4705b

ID: 1094875048

IMG_0778_jpeg.rf.1759a10e7830ada8202b7ec086de4aee

ID: 1094874740

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	32,094
No. of clones	3