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_0863_jpeg.rf.1bd57c133f919a862163ea275f3c7434

ID: 1094875010

IMG_0874_jpeg.rf.d56af01396ed5f4be4fdeb87107ceabe

ID: 1094874491

WhatsApp-2BImage-2B2017-07-26-2Bat-2-1_jpg.rf.0dcad8103da0d21b216ed66dae115d43

ID: 1094874516

IMG_0896_jpeg.rf.a3b620595fd2b9b92b0db236a37b62a1

ID: 1094874893

Modifikasi-Truk-Ragasa_jpg.rf.ab77ea9b76224355d290ad6c6491cbb4

ID: 1094874967

IMG_0919_jpeg.rf.64e195942884b0592502ce7bfdf871be

ID: 1094874579

Image_013448_jpg.rf.4009cba4a1581f331443f6cc4afc2ab7

ID: 1094875060

IMG_0849_jpeg.rf.66234162f4b1d9fa23e04777b5dc535a

ID: 1094874920

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	24,923
No. of clones	2