shugarry / Pothole and road safety detection Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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Pothole and road safety detection

Object detection

About this project

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Data (1,629 items)

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273_jpg.rf.5aaf6be9eea3a3dde496ea275ee5c60a

ID: 2855849168

potholes284

ID: 2855848396

potholes59

ID: 2855848194

1335_jpg.rf.330a5a2cf13b806dc0d565cf68badf41

ID: 2855848757

potholes344

ID: 2855848443

1092_jpg.rf.aebcc65267eeaf729c6ff16fb18d8c35

ID: 2855848675

potholes75

ID: 2855848218

857_jpg.rf.c5ce08455f5c8341aaf92b08783f4081

ID: 2855849446

Model accuracy (Unoptimized (float32))

Validation set

48.5%

Test set

-

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

4 ms.

Flash usage

111.5K

Run this model

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Dataset summary

Data collected

1,629 items

Labels

critical, low, medium, pothole

Project info

Project ID	992115
License	3-Clause BSD
No. of views	60
No. of clones	0