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Open Source Parking Spot Detection using satellite/drone vision data

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chenyuan99/openPark

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openPark: an open source software which allows to find parking slot

Introduction

openparking is an open source software which allows to find parking slot. In this work we investigate the effect of the convolutional network depth on its accuracy in the large-scaleimage recognition setting. Our main contribution is a thorough evaluation of networks of increasing depthusing an architecture with VGG(Simonyan et al, 2014) and ResNet(Kaiming et al., 2015) on the prior-artconfigurations that can be achieved by pushing the depth of the number of layers.We also show that our representations generalize well to other datasets, where they achievestate-of-the-art results. Our code is available on https://github.com/fw21/COMP576to facilitate further research on the use of deep visual representations in computer vision.

Publication

(PDF) Exploring Various Methods of Parking Space Detection in Image. Available from: https://www.researchgate.net/publication/371513123_Exploring_Various_Methods_of_Parking_Space_Detection_in_Image [accessed Nov 03 2023].

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Experiment

Conclusion and Future Work

Competition

  • VTHacks 2021

  • HackRice 2022

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