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Cropto is a full-stack machine learning-based web application designed to predict crop success based on dependent factors. The frontend is powered by the Remix framework and its advanced data handling, backend is driven by FastAPI, which supports efficient handling of ML operations, cropto blends modern web technologies and ML algorithms.

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CROPTO

Large screens

pc_view_cropto

Large screens

mobile_view_cropto

-- commands to run

how to run the app

npm install -g pnpm
pnpm i
set up environments
pnpm run dev

how to run api

cd api
poetry shell
poetry install
uvicorn main:app --reload

sample input for /predict endpoint :

{
"rainfall": 10,
"crop": "wheat",
"soil_type": "black",
"season": "rainy",
"pesticide": "Mancozeb"
}

To contribute

Go to this link and fork the repository
This repo will be available in your account from which you have forked
Copy the repo link in your account's repositories
Clone it
Now try to make some changes or improvements that you want to work on in the codebase locally
commit and push the changes to you account

Rasing a PR ( pull request )

After pushing the changes to your git account
go the repo in your repositories
and click on contribute button
click on create pull request
and you will be creating the pr
I will review and accept the pr

About

Cropto is a full-stack machine learning-based web application designed to predict crop success based on dependent factors. The frontend is powered by the Remix framework and its advanced data handling, backend is driven by FastAPI, which supports efficient handling of ML operations, cropto blends modern web technologies and ML algorithms.

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