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_0795_jpeg.rf.eed364ff51eec68d56ca46d317552f60

ID: 1094874688

Quester-Tangki-BBM-bertematik_TruckM_jpg.rf.87a5a1cca4025202f23c989f7a7f8333

ID: 1094875091

IMG_0871_jpeg.rf.fd50fb0b7742d62f3bdbb0271d074bd7

ID: 1094874987

MITSUBISHI-FUSO-SUPER-GREAT-V-BETA-V_jpg.rf.039d16aa43fe2d643acf8a4f8ed3f91b

ID: 1094874659

IMG_0765_jpeg.rf.2c84004c3b37a40427148410968397f0

ID: 1094874836

IMG_0883_jpeg.rf.69f58782e598997d3f829da68ecddf6d

ID: 1094874718

IMG_0947_jpeg.rf.62a28ec9305e34001c1027f5b3eeb4d8

ID: 1094874625

IMG_0780_jpeg.rf.ac4dd0d39d56f7ad0784b6c02e06f48c

ID: 1094874991

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	32,954
No. of clones	3