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

Quester-Tangki-BBM-bertematik_TruckM_jpg.rf.87a5a1cca4025202f23c989f7a7f8333

ID: 1094875091

IMG_0871_jpeg.rf.3d2ccae8da5cc9073e522f0c4ad7f887

ID: 1094875069

IMG_0826_jpeg.rf.7fcf55d1cb001a99ee8bb918a13f79ff

ID: 1094874901

IMG_0865_jpeg.rf.febe102b7b648bebc41a6551340529d7

ID: 1094875082

IMG_0780_jpeg.rf.97ced098a0c69319ccdc52e3a6451893

ID: 1094874866

IMG_0870_jpeg.rf.9f59bce3f3d6392317907e0f8d76b0cf

ID: 1094874528

IMG_0825_jpeg.rf.66e293348aacbe0ca64bc097c5bf453c

ID: 1094874988

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

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	31,652
No. of clones	3