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_0893_jpeg.rf.b5ca116fdbaeaac8307a6096309acd5f

ID: 1094875117

IMG_0919_jpeg.rf.74d3eff552d1a63a5315c2fe4a6b459d

ID: 1094874769

WhatsApp-2BImage-2B2017-07-26-2Bat-2_jpg.rf.78fa3459622941aef827108b88241b3c

ID: 1094874953

IMG_0842_jpeg.rf.98cd0b72c5ad52128dab1f492debf003

ID: 1094874725

IMG_0825_jpeg.rf.66e293348aacbe0ca64bc097c5bf453c

ID: 1094874988

IMG_0764_jpeg.rf.d2f7a8674483f97b47c038dadccaf3ba

ID: 1094874803

IMG_0954_jpeg.rf.8a7a923a376bb41ae55e38278a41ea42

ID: 1094874660

Modifikasi-cutting-sticker-truck-can_jpg.rf.a267ebbb774923b8b722ab5fe2e166dc

ID: 1094875004

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	36,492
No. of clones	3