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_0842_jpeg.rf.98cd0b72c5ad52128dab1f492debf003

ID: 1094874725

IMG_0934_jpeg.rf.22a1b1ecc0e56ff48f609654748460fd

ID: 1094874847

IMG_0919_jpeg.rf.21dc5103706b25c680da19a8d769e0bd

ID: 1094875007

IMG_0801_jpeg.rf.3f789a81c5b5129c98f0f2c7b52e337d

ID: 1094874778

IMG_0947_jpeg.rf.62a28ec9305e34001c1027f5b3eeb4d8

ID: 1094874625

IMG_0778_jpeg.rf.1759a10e7830ada8202b7ec086de4aee

ID: 1094874740

IMG_0764_jpeg.rf.f96fdf9c2eac7103326811fe455f9287

ID: 1094874732

IMG_0835_jpeg.rf.dc9020f7222465f66e462da63caf62c6

ID: 1094874709

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	30,247
No. of clones	3