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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14

ID: 123984396

Label: no-pothole

26.p1376306386-3

ID: 123984354

Label: no-pothole

168.JC-Roads

ID: 123984185

Label: no-pothole

103.5211288_032119-kabc-6pm-compton-pothole-vid

ID: 123984676

Label: pothole

82.Wichita+pothole

ID: 123984710

Label: pothole

13

ID: 123984791

Label: pothole

226.Road

ID: 123984141

Label: no-pothole

117.Rogue-hero-640x354

ID: 123984230

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	19,436
No. of clones	24