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A fast, accurate, and cost-effective tool for yield prediction of maize plants using computer vision models and deep learning.

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Maize Tassel Detector

This is a flask backend with a custom model with a simple nextjs frontend that allows you to drag and drop or select files for upload for maize tassel detection.

More detail can be found in Backend Readme and Frontend Readme

Getting Started

  • You need python, pip and git installed on your computer.
  • Clone this repository
  • Setup the backend via Backend Readme
  • Setup the frontend via Frontend Readme

Open http://localhost:3000 with your browser to interact with the app.

(Endpoints are hosted at http://localhost:5000)

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A fast, accurate, and cost-effective tool for yield prediction of maize plants using computer vision models and deep learning.

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  • Python 81.4%
  • JavaScript 11.8%
  • CSS 2.9%
  • Batchfile 2.4%
  • Shell 1.5%