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The project deals with analyzing the trends in crop yield data of Telangana from the years 2016-2019 and building a suitable ML model with the factors affecting to predict the total yield. A web application was also built to demonstrate the working of the model.

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ashwin-srdy/Yield-prediction-based-on-crop-data

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FILES:--

Jupyter Notebook : TS HACK.ipynb

Visualizations :

  1. yield_data-dashboard.pdf
  2. yield_data_dashboard.pdf
  3. Rainfall vis.png

Poster : TEAM ARROW POSTER.pdf

Team Arrow ppt final.pdf ( A brief overview )

Report : REPORT.pdf


VIDEO LINKS:

https://drive.google.com/file/d/18P1r54Nse2NmUarucYTSX2peHe9m0zL-/view


TEAM ARROW:--

  1. S Ashwin Kumar - https://github.com/ashwin-srdy
  2. K Anirudh Sai - https://github.com/anirudh1747
  3. P Ankit - https://github.com/ANKIT11RAO
  4. P Akhil Chary - https://github.com/Akhilchary

References:

https://drive.google.com/drive/u/3/folders/13Z7ntEX8ilBfhpvnuJIWahg9KDWDCS0X https://agri.telangana.gov.in/ https://www.agrifarming.in/agriculture-farming-in-telangana-and-schemes


TOOLS USED:--

Python, Jupyter notebook, IBM COGNOS, MS EXCEL


EXTRAS:

Code explanation video: https://drive.google.com/file/d/1qoKKATDuO7j31alh1gn35PAJaiKBk_z3/view?usp=sharing

Web application explanation video: https://drive.google.com/drive/folders/1qwtrBb0ZG1YEi0Dheg1JtgChimu5t2a4?usp=sharing

Website: https://yield-predictor-telangana.herokuapp.com/

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The project deals with analyzing the trends in crop yield data of Telangana from the years 2016-2019 and building a suitable ML model with the factors affecting to predict the total yield. A web application was also built to demonstrate the working of the model.

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