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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155.pothole-blog-photo-use-this-one-300x202

ID: 123984647

Label: pothole

286.bfe2e664-9bae-47bc-b7c6-cd0ce5b4447f-I6911378

ID: 123984524

Label: pothole

142.white_topping_750

ID: 123984210

Label: no-pothole

56.3111a

ID: 123984276

Label: no-pothole

33.GettyImages-475428921-609x419

ID: 123984331

Label: no-pothole

79.1545318623-3428

ID: 123984261

Label: no-pothole

3

ID: 123984790

Label: pothole

325.BAR%20pothole%20season%202_Super_Portrait

ID: 123984492

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	19,135
No. of clones	24