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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78.road_resize_md

ID: 123984255

Label: no-pothole

34.pothole-770x433

ID: 123984752

Label: pothole

7.Harm_03

ID: 123984421

Label: no-pothole

96.sei_3777453-e1521538735431

ID: 123984692

Label: pothole

69.RTX6DQRV

ID: 123984246

Label: no-pothole

45.swedish-road

ID: 123984298

Label: no-pothole

135.roads

ID: 123984216

Label: no-pothole

10._106607865_65893a7f-c27f-4be9-96cd-56f709475d40

ID: 123984749

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	20,696
No. of clones	25