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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30.pc-fall-200

ID: 123984341

Label: no-pothole

210.5c964f960cad9.image

ID: 123984580

Label: pothole

3.000ND-46%20W1

ID: 123984441

Label: no-pothole

45.262321324

ID: 123984299

Label: no-pothole

246.pothole-300x225

ID: 123984569

Label: pothole

42.nintchdbpict000380224610

ID: 123984712

Label: pothole

93.957390ad-96df-4798-b287-1758e3936ac5-pothole_012719_ES10

ID: 123984702

Label: pothole

2

ID: 123984268

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	21,714
No. of clones	27