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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283.road-071112-feature

ID: 123984128

Label: no-pothole

356.track-bare_0

ID: 123984100

Label: no-pothole

104.gettyimages-183851840

ID: 123984687

Label: pothole

12.4oyqr36qol221

ID: 123984402

Label: no-pothole

43.miliionaire-mentor-straight-roads-do-not-make-skillful-drivers-and-27263042

ID: 123984290

Label: no-pothole

354.Kaloor-Kadavanthra-roadpothole-650

ID: 123984093

Label: no-pothole

67.Ice_road_saimaa

ID: 123984096

Label: no-pothole

322.ap533216309900

ID: 123984494

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	20,106
No. of clones	24