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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Image_013456_jpg.rf.e56b5190b424f1b1fba7ec8fa3d11f90

ID: 1094874640

IMG_0867_jpeg.rf.4c1b44f2f3d47bc63f0383087442babe

ID: 1094874696

IMG_0768_jpeg.rf.64196e19b12d854a769e830a30e07093

ID: 1094875026

IMG_0872_jpeg.rf.3e7d2ae3663a961c002e8c3b02e68d8b

ID: 1094875103

IMG_0818_jpeg.rf.fe98c9f3eae3085a5207df48173ad16b

ID: 1094874876

IMG_0963_jpeg.rf.f202f332e15324e9f6dac290d59e4738

ID: 1094875011

IMG_0792_jpeg.rf.daac3f94a8f4393232ae101c9c14011e

ID: 1094874878

IMG_0801_jpeg.rf.3f789a81c5b5129c98f0f2c7b52e337d

ID: 1094874778

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	23,908
No. of clones	2