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_0954_jpeg.rf.8a7a923a376bb41ae55e38278a41ea42

ID: 1094874660

IMG_0891_jpeg.rf.21df5c4d40b8fb19b54dc9fa128681f9

ID: 1094874829

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

ID: 1094874516

Quester-Tangki-BBM-bertematik_TruckM_jpg.rf.537542dca16a28a54477f9c42c4ab427

ID: 1094874873

Image_013362_jpg.rf.acb5e8cb0651ba4dbcf124d50e9069e2

ID: 1094875123

IMG_0821_jpeg.rf.59bd918265d0846403055b2d6d0f8608

ID: 1094874885

IMG_0859_jpeg.rf.8164ed39ba79d848e7ba9e2df1978ff9

ID: 1094874644

Photo0106_jpg.rf.6ede814041256cdc9f0c52cef764d605

ID: 1094874653

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	35,855
No. of clones	3