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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224.header_roadsanddrains

ID: 123984147

Label: no-pothole

207.potholes-1

ID: 123984592

Label: pothole

155.Heavy_traffic_bad_roads_JF_TT

ID: 123984203

Label: no-pothole

323.Pothole_1519678291852_10933701_ver1.0_1280_720@large

ID: 123984493

Label: pothole

24.tire_pic

ID: 123984359

Label: no-pothole

363.pothole02

ID: 123984454

Label: pothole

19.russian-roads-karelia-travel-by-road-asphalt-road-smooth-road_73741-96

ID: 123984375

Label: no-pothole

83.5618119_101419-wls-pothole-img

ID: 123984700

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	14,336
No. of clones	18