Edge Impulse Inc. / Truck Detection (Validation Demo) Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

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

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (737 items)

View all

IMG_0780_jpeg.rf.ac4dd0d39d56f7ad0784b6c02e06f48c

ID: 1094874991

IMG_0793_jpeg.rf.0538dff02ac0e11e2854ebedd80b337f

ID: 1094874620

Image_013456_jpg.rf.e56b5190b424f1b1fba7ec8fa3d11f90

ID: 1094874640

IMG_0954_jpeg.rf.8a7a923a376bb41ae55e38278a41ea42

ID: 1094874660

IMG_0792_jpeg.rf.468f4d9e33c4aef9f4c9b480cad42a84

ID: 1094875063

IMG_0801_jpeg.rf.3f789a81c5b5129c98f0f2c7b52e337d

ID: 1094874778

IMG_0896_jpeg.rf.a3b620595fd2b9b92b0db236a37b62a1

ID: 1094874893

IMG_0893_jpeg.rf.b5ca116fdbaeaac8307a6096309acd5f

ID: 1094875117

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

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

737 items

Labels

truck

Project info

Project ID	489257
Project version	1
License	BSD 3-Clause Clear
No. of views	23,087
No. of clones	2