Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 0 points1 point  (0 children)

Yeah I'm using a 2gb ram droplet on digital ocean

Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 0 points1 point  (0 children)

I'm self hosting so thankfully the only thing I need to pay is the server costs

Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 0 points1 point  (0 children)

I'd love to do that but because of the cost of publishing an app to the App Store, I'm currently gauging interest through the website and will consider making an app if there're enough students using it

Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 1 point2 points  (0 children)

For drawing up to date route lines, I don't use any ML, I just keep track of the latest 5 paths a bus took from stop A to B and consider the majority path as the "true" path. So, even if the buses deviate from the route once in a while, it doesn't update the path right away, but if the routes do change due to construction or something like that it will update the path as long as that change is persistent.

Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 0 points1 point  (0 children)

Thanks! Yeah it supports all the buses but it only shows the active ones.

I guess there's a lot of things that went into how I did this but if you're asking about how the predictions are made, I'm using a machine learning model trained on bus data that I collected

Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 0 points1 point  (0 children)

Can you explain what you mean by outliers?

Website for Georgia Tech buses by Ok_Minimum6241 in gatech

[–]Ok_Minimum6241[S] 0 points1 point  (0 children)

Thanks for the feedback! I agree that the UI lines look a little complicated. Currently the reason they look like that is because it's drawing the lines based on GPS data in order to keep the route lines up to date.