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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78.pothole-repairs-and-cracking

ID: 123984694

Label: pothole

16.Tara-Campbell-Aug.-23-478x478

ID: 123984384

Label: no-pothole

360.1200px-MMLNorr1

ID: 123984088

Label: no-pothole

71.UK-Potholes-1

ID: 123984707

Label: pothole

169.pothole2

ID: 123984616

Label: pothole

115.5141124_021519-ewn-5pm-natario-potholes-vid

ID: 123984670

Label: pothole

352.border-roads-story__647x404_07-770x433

ID: 123984104

Label: no-pothole

8.d336c256e5e7464f8757216009a9be44

ID: 123984387

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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On any device

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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	17,605
No. of clones	19