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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152.file76ygewan406696193rz-1567618964

ID: 123984645

Label: pothole

37.torcaaroads

ID: 123984744

Label: pothole

301.main-roads-term-network-no1-1140x507

ID: 123984113

Label: no-pothole

27.potholes-galore

ID: 123984757

Label: pothole

344.640px-Approaching-Yamuna01_Agra_Lucknow_Expressway_33198644271-1

ID: 123984108

Label: no-pothole

9.smooth-roads

ID: 123984418

Label: no-pothole

35.copper-cliff-pothole

ID: 123984743

Label: pothole

6.p06x3qh9

ID: 123984773

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	14,755
No. of clones	18