Justin Lutz / Spresense-Potholes Public

Target: Sony Spresense (Cortex-M4F 156MHz) 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.

Spresense-Potholes

Images

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 (733 items)

View all

154.220-page-001___27143517798

ID: 123984202

Label: no-pothole

5.RACMJSXXIK7BFWBEPV5KGO6TNA

ID: 123984430

Label: no-pothole

50.shutterstock_770775139_0

ID: 123984277

Label: no-pothole

5.potholeshowe

ID: 123984779

Label: pothole

338.5a93a5edb38d6.image

ID: 123984472

Label: pothole

272.Long-lasting-pothole-repair

ID: 123984544

Label: pothole

362.Yelenahalli_Road_potholes-678x381

ID: 123984456

Label: pothole

225.Highway_PTI

ID: 123984158

Label: no-pothole

Model accuracy (Unoptimized (float32))

Validation set

93.8%

Test set

81.3%

On-device performance (Sony Spresense (Cortex-M4F 156MHz), Quantized (int8))

Latency

1873 ms.

Peak RAM usage

130.7K

Flash usage

308.4K

Run this model

On any device

Clone project

Dataset summary

Data collected

733 items

Labels

no-pothole, pothole

Project info

Project ID	120486
Project version	1
License	No license attached
No. of views	18,209
No. of clones	24