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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37.maxresdefault

ID: 123984322

Label: no-pothole

265.pothole_in_road

ID: 123984542

Label: pothole

76.pothole-sm

ID: 123984716

Label: pothole

57.mar-27-2-2

ID: 123984704

Label: pothole

175.KeHUL8X58VQK6zcxPGBQze-320-80

ID: 123984189

Label: no-pothole

242.5d0acc93ce206.image

ID: 123984558

Label: pothole

27.medium-wide-shot-smooth-roads-600w-1370582291

ID: 123984348

Label: no-pothole

296.Screen+Shot+2019-11-11+at+4.47.33+PM

ID: 123984125

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	16,939
No. of clones	19