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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351.enjoy-the-drive

ID: 123984094

Label: no-pothole

9.83182896_medium

ID: 123984415

Label: no-pothole

262.4A58CB3E00000578-0-image-a-25_1525994970567

ID: 123984546

Label: pothole

175.KeHUL8X58VQK6zcxPGBQze-320-80

ID: 123984189

Label: no-pothole

354.Kaloor-Kadavanthra-roadpothole-650

ID: 123984093

Label: no-pothole

36.ows_155242691560666

ID: 123984728

Label: pothole

342.img_1018.0

ID: 123984465

Label: pothole

301.pothole

ID: 123984469

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	16,619
No. of clones	19