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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145.Pothole-full_450053_7

ID: 123984650

Label: pothole

14.B97900980Z.1_20190404150242_000GQQNRVVK.1-1_large

ID: 123984789

Label: pothole

7.13802057035_4e6ab91b98_b

ID: 123984413

Label: no-pothole

95.connemararoad

ID: 123984250

Label: no-pothole

32.now-5a545275-9a27-436e-b64f-3cc12beb4119-1210-680

ID: 123984336

Label: no-pothole

250._a238feea-d66f-11e9-98d7-43b78744c7ea

ID: 123984552

Label: pothole

188.5337583_060719-wls-iteam-potholes-6p-vid

ID: 123984611

Label: pothole

81.sen-l-potholes-2-e1571161784457

ID: 123984685

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	17,608
No. of clones	19