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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62.roads-of-the-future

ID: 123984266

Label: no-pothole

63.Posted-Road-1-1080x675

ID: 123984269

Label: no-pothole

225.Highway_PTI

ID: 123984158

Label: no-pothole

244.3291910%2B041717.N.DG_.Potholes%20rgb

ID: 123984562

Label: pothole

66.165db81a-c1b7-11e9-be68-67bc3b8e042c_1566149260767_1566149273946

ID: 123984271

Label: no-pothole

11.l5fuxiwuukzztwq3k89wukhhgo9crw8x2g8gancfmi7r1tnl8zneuh6emtjwdz74-

ID: 123984379

Label: no-pothole

12.take-me-home-country-roads-autumn-in-vermont-felix-lai

ID: 123984385

Label: no-pothole

104.nhai-kmOB--621x414@LiveMint_1562329017788

ID: 123984240

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	19,751
No. of clones	24