# GeoTrainr
## [Demo for after JSON download](https://drive.google.com/file/d/1DhipMxlQnbNMTDXJHJsLAf1lE9VfK_Z5/view?usp=sharing)
## 🌟 About the Project
GeoTrainr is a specialized map creator for the game, GeoGuessr. GeoTrainr aims to help players improve their weaknesses in the game. Users input which countries and skills they are weak at, and then GeoTrainr will curate a map
that only has locations with the specific skill from the specific country. The map will also have some surrounding countries as well to help improve practice and distinguishing. Right now, GeoTrainr only focuses on bollards, but I hope to add more meta in the future.

## 🧰 How-to
Input your country and skill weaknesses, wait for the map to download to your computer, upload your downloaded map to geoguessr, and play!

## 👾 Tech Stack
Frontend:
- Next.JS
  
Backend:
- Python
- Flask
- Mapillary API
- yolov5 model

I hosted the frontend on vercel, and the backend on render.


### NOTICE: Map creation takes some time, about 3:30 minutes for every 500 samples per country.