Sherpa-Map is dedicated to giving users the tools to create or generate the best route possible. Including plotted weather data, AI insight, and even a realtime AI road surface type classifier.
@bestofaidaily Much appreciated, this is only the beginning, as I delve deeper into my auto route generation I wish to implement a chatGPT style chatbox that allows users to dictate in speech what they wish their route to be and have it generate i.e. "create a 40 mile scenic loop avoiding hills, stop at 1 cafe, 1 public restroom, and 1 park with public water" allowing modifications "actually, you can include a journey up X mountain, I love the views there".
I also wish to train additional road surface classification AIs on each state/province/territory's data, then, using these models, unleash it on every road with unknown surface type in the entire world that is longer than 1 mile, non-primary and non-residential (those are likely paved, and I don't care about classifying driveways).
I can then take this dataset and add it back to the dataset used for routing to have the best paved and unpaved routing capabilities. (To put this in perspective, there is no dataset in existence containing the world's road surface type, only Open Street Map, which contains manually entered data for a small subset of roads).
Lastly, I've already implemented chatGPT API as a "route insight" tool, but that's only the beginning, I plan on having users enter information about themselves, their bike, clothing, tire type, then, with both route data, and weather data, I can have chatGPT provide suggestions about the route, expected challenges, water/nutrition (using a call to a separate calculator I'm building) etc.
So, many more AI integrations are on the way!
Sherpa-Map
Sherpa-Map
Insou AI
Sherpa-Map