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_0935_jpeg.rf.2350e6d0bb71f2a7ff18976555b71c28

ID: 1094874889

IMG_0868_jpeg.rf.f857b40e03d21d10b92cb453adc4705b

ID: 1094875048

IMG_0964_jpeg.rf.4bfe894c083f0072fedcb7170aabb818

ID: 1094875094

IMG_0836_jpeg.rf.fcc771017f4e2d28d97432f2971de0d7

ID: 1094874666

IMG_0867_jpeg.rf.4c1b44f2f3d47bc63f0383087442babe

ID: 1094874696

Mitsubishi-Self-Loader-Truck-CN-FV4-3_jpg.rf.b41e62ecd6f8006a82c07b29d69c344a

ID: 1094875059

Modifikasi-Truk-Ragasa_jpg.rf.ab77ea9b76224355d290ad6c6491cbb4

ID: 1094874967

Sejarah-Palkun-4_jpg.rf.be86e5458c7e32f1e91ac1c5dbd68fc7

ID: 1094874804

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	28,272
No. of clones	3