Harvest.AI

Welcome to our AI-based platform designed to drive innovation in agriculture. Our mission is to address the unique agricultural challenges faced by regions with extreme temperatures, water scarcity, and sandy soil. By leveraging cutting-edge AI technologies, we aim to enhance crop productivity, optimize resource usage, and ensure sustainable farming practices.

Platform Overview

Our platform integrates advanced AI models with user-friendly interfaces, making it accessible to farmers, agronomists, and agricultural businesses. The core of our system is powered by On-demand by AIREV, a robust and versatile tool known for its ability to utilize both predefined plugins and custom-created plugins. These plugins can be developed using REST-API or knowledge-based approaches, providing flexibility and adaptability to meet specific agricultural needs.

Tech Stack

• Typescript, Next.js, Recoil, Leaflet (Used for Map Component)
• Rapid API, OnDemand Plugins, LightGBM (Used for training the model for Crop suggestion plugin)

GitHub - aditya-kumar-25/Harvest.AI

Key Features

Implemented User Features :

• Global World Map with seamless UI connected to all the plugins such that the data changes based upon on the location selected in map
• Weather Information of the location selected
• Soil Quality Information of the location selected
• Water Level and their Quality of the location selected
• Crop Suggestion based upon the factors like Water Quality, Soil Quality, Weather/Climatic Conditions & Heat Stress Levels With a custom ML model trained Plugin built with LightGBM and OnDemand Platform.
• Chat Bot for answering other information needed by the having efficient agricultural practices and information.

Customizable Plugins :

• Predefined Plugins: Utilize a wide range of existing plugins tailored for various agricultural tasks such as soil analysis, crop monitoring, and irrigation management.
• Custom Plugins: Instantly create your own plugins using REST-API or knowledge-based methods to address specific requirements unique to your agricultural environment.