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Saturday, February 6, 2021

Machine Learning Accessibility


Project Sidewalk is a crowdsourced endeavour to map street score accessibility issues simply about the world. The projection uses Google Street View images to divulge out where accessibility problems are apparent on the streets.

Using Project Sidewalk y'all tin aid position accessibility problems (such every bit missing curb ramps on sidewalks, obstacles on paths as well as uneven surfaces) yesteryear tagging them on Google Maps Street View. When y'all outset start using Project Sidewalk y'all are walked through how to location as well as position accessibility problems on Street View. After completing the tutorial y'all tin explore the streets on Street View as well as divulge as well as label whatever accessibility features that y'all find.

Project Sidewalk users convey already mapped the accessibility of most one-half of Washington DC. Once Project Sidewalk has plenty crowdsourced information it should live on able to develop amend calculator vision as well as machine learning algorithms to automatically notice accessibility issues amongst Street View. This would enable developers to automatically practise accessibility maps as well as routing engines for people amongst accessibility problems.

You powerfulness likewise similar The History of Machine Learning as well as Street View, which looks at how MIT has trained calculator AI's to position the security of metropolis streets as well as neighborhoods experiencing high levels of urban development.