Justin Lutz / Spresense-Potholes Public

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

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Spresense-Potholes

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Data (733 items)

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39.POTHOLE-1

ID: 123984740

Label: pothole

36.Road-home-page

ID: 123984324

Label: no-pothole

133.bus-678x381

ID: 123984220

Label: no-pothole

356.track-bare_0

ID: 123984100

Label: no-pothole

7.POTHOLE_5

ID: 123984746

Label: pothole

18

ID: 123984777

Label: pothole

50.Valmont-Road

ID: 123984736

Label: pothole

1.Longeststraight0

ID: 123984436

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	21,119
No. of clones	26