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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352.border-roads-story__647x404_07-770x433

ID: 123984104

Label: no-pothole

176.Pothole

ID: 123984608

Label: pothole

64.A_srx_potholes_t1200

ID: 123984718

Label: pothole

43.CountryRoads1

ID: 123984312

Label: no-pothole

245.gettyimages-109760038

ID: 123984567

Label: pothole

44.54542104-dd46-11e9-8cad-8cb97eec827a_1569178612181_1569178692158

ID: 123984303

Label: no-pothole

35.depositphotos_265666188-stock-photo-straight-roads

ID: 123984318

Label: no-pothole

12

ID: 123984403

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

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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	17,586
No. of clones	19