Justin Lutz / Spresense-Potholes Public

Target: Sony Spresense (Cortex-M4F 156MHz) Clone this project

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Spresense-Potholes

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About this project

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Data (733 items)

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25.road1

ID: 123984351

Label: no-pothole

358.potholes-thirty_f

ID: 123984450

Label: pothole

68.road-banner%20%282%29

ID: 123984265

Label: no-pothole

287.potholes-e1400727198366

ID: 123984528

Label: pothole

2.Utah-road-near-Arches-National-Park

ID: 123984428

Label: no-pothole

220.gettyimages-1126520832_1

ID: 123984583

Label: pothole

238.Pothole%20biker%20DH-1566331512

ID: 123984568

Label: pothole

91.shutterstock_pothole-1549427088-6738

ID: 123984688

Label: 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

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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	16,575
No. of clones	19