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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WhatsApp-Image-2020-07-04-at-18-38-3_jpg.rf.e967f84b6212a07a9691d04119bfe3e3

ID: 1094874788

IMG_0836_jpeg.rf.b666669cc84807858044b8580b5aa521

ID: 1094874996

IMG_0859_jpeg.rf.2242579480600ca61e81dda84524f509

ID: 1094874606

IMG_0964_jpeg.rf.4bfe894c083f0072fedcb7170aabb818

ID: 1094875094

IMG_0793_jpeg.rf.0538dff02ac0e11e2854ebedd80b337f

ID: 1094874620

IMG_0935_jpeg.rf.2350e6d0bb71f2a7ff18976555b71c28

ID: 1094874889

IMG_0953_jpeg.rf.82c6080f971170c209b2034a281c6153

ID: 1094874559

Image_013362_jpg.rf.acb5e8cb0651ba4dbcf124d50e9069e2

ID: 1094875123

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	31,259
No. of clones	3