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Farm Pro

Farm Pro

The project aims to empower farmers with an app offering personalized crop advice, soil analysis for fertilizer suggestions, yield predictions, and demand forecasting.

Created on 29th February 2024

Farm Pro

Farm Pro

The project aims to empower farmers with an app offering personalized crop advice, soil analysis for fertilizer suggestions, yield predictions, and demand forecasting.

The problem Farm Pro solves

Farmers face many problems due to the lack of real-time information available to optimize their crop management strategies and It's hard for them to manage their crops on a larger scale

In Rural areas, there are also issues with network connectivity, so the implementation of IoT devices and other internet services is complex.

So to overcome this we have brought up our own solution to fix these problems.The primary objective of the project is to empower farmers and enhance agricultural profitability through the development of a direct farmer-consumer app integrated with advanced machine learning models. These models provide personalized crop recommendations, fertilizer suggestions based on soil analysis, yield predictions, and demand forecasting. By leveraging technology, the project aims to streamline agricultural practices, optimize resource utilization, and promote sustainable farming methods for increased profitability and long-term agricultural viability.
With advanced machine learning models we provide personalized crop recommendations, fertilizer suggestions based on soil analysis, yield predictions, and demand forecasting. By leveraging technology, the project aims to streamline agricultural practices, optimize resource utilization, and promote sustainable farming methods for increased profitability and long-term agricultural viability.

Challenges we ran into

1)Deployment: Integrating ML models into practical farm management systems and ensuring user adoption.
2)Data Quality: Ensuring the accuracy and reliability of agricultural data for effective modeling.
3)Connecting Flask API's with react Native
4)Redux storage issues

Discussion

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