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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134.PotholeStory1

ID: 123984661

Label: pothole

63.20160256ce1577574d0

ID: 123984719

Label: pothole

316.road_1

ID: 123984119

Label: no-pothole

18.artworks-000117000311-kxgfgd-t500x500

ID: 123984378

Label: no-pothole

2.eyre-highway-AP101489089

ID: 123984439

Label: no-pothole

33.GettyImages-475428921-609x419

ID: 123984331

Label: no-pothole

359.Completed-diamond-interchange-e1570056886137-1038x649

ID: 123984090

Label: no-pothole

335.030818%20N%20GFH%20POTHOLESpothole06

ID: 123984470

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	15,822
No. of clones	19