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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257.1_pothole-4

ID: 123984556

Label: pothole

80.car-and-pothole

ID: 123984705

Label: pothole

340.Avoiding-the-potholes

ID: 123984473

Label: pothole

110.B88684391Z.1_20190426170311_000_G0DIRF0U.13-0_Super_Portrait

ID: 123984236

Label: no-pothole

339.curvy-roads

ID: 123984101

Label: no-pothole

20.DwASaqCUUAAfDJu

ID: 123984370

Label: no-pothole

121.b-65

ID: 123984222

Label: no-pothole

54.Glacial_pothole_WI

ID: 123984483

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	15,581
No. of clones	18