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.fd50fb0b7742d62f3bdbb0271d074bd7

ID: 1094874987

IMG_0954_jpeg.rf.8a7a923a376bb41ae55e38278a41ea42

ID: 1094874660

IMG_0825_jpeg.rf.66e293348aacbe0ca64bc097c5bf453c

ID: 1094874988

IMG_0835_jpeg.rf.dc9020f7222465f66e462da63caf62c6

ID: 1094874709

IMG_0887_jpeg.rf.1cd101556a667a1a740d9b7dd1800f92

ID: 1094874850

IMG_0863_jpeg.rf.1bd57c133f919a862163ea275f3c7434

ID: 1094875010

Mitsubishi-Fuso_mp36_pic_105514_jpg.rf.a1bf3576732fcfa09235d2a8f5d262ba

ID: 1094874700

IMG_0872_jpeg.rf.3e7d2ae3663a961c002e8c3b02e68d8b

ID: 1094875103

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	26,163
No. of clones	2