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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163.potholes

ID: 123984632

Label: pothole

346.694940094001_6054817995001_6054812284001-vs

ID: 123984463

Label: pothole

50.141636-full

ID: 123984275

Label: no-pothole

220.1534246362_FlEbGW_road_safety_online_resized

ID: 123984157

Label: no-pothole

116.road-to-ruin-report-cover-web-graphic-486x271

ID: 123984231

Label: no-pothole

28.169px-Dirtroadpotholes

ID: 123984758

Label: pothole

25

ID: 123984765

Label: pothole

7.920x920

ID: 123984424

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	16,200
No. of clones	19