Agro-Genesis, a mobile application using Flutter, Machine Learning, Firestore, and Flask to bridge the gap between farmers and technology. Here's what makes our app special:
๐ ๐๐๐ฒ ๐ ๐๐๐ญ๐ฎ๐ซ๐๐ฌ:
๐ ๐๐ซ๐ฆ๐๐ซ-๐ ๐ซ๐ข๐๐ง๐๐ฅ๐ฒ ๐๐๐ ๐ข๐ฌ๐ญ๐ซ๐๐ญ๐ข๐จ๐ง: Understanding the needs of farmers, we created a simple OTP-based registration, enabling even those with limited smartphone knowledge to join effortlessly.
๐๐๐๐ฅ-๐๐ข๐ฆ๐ ๐๐๐๐ญ๐ก๐๐ซ ๐๐ฉ๐๐๐ญ๐๐ฌ: Powered by the OpenWeather API, farmers can access daily weather forecasts, helping them make informed decisions for their crops.
๐๐ซ๐จ๐ฉ ๐๐ซ๐๐๐ข๐๐ญ๐ข๐จ๐ง: With the help of a Random Forest Classifier Machine Learning model, our app suggests the most suitable crops based on crucial soil parameters like Nitrogen (N), Phosphorus (P), Potassium (K), rainfall, humidity, pH levels, season and the regional details.
๐๐ฎ๐ฉ๐ฉ๐ฅ๐ข๐๐ซ ๐๐๐ญ๐ฐ๐จ๐ซ๐ค: We provide a platform for farmers to connect with suppliers of seeds, fertilizers, machinery, and more โ all essential for successful farming.
๐ฎ ๐ ๐ฎ๐ญ๐ฎ๐ซ๐ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ๐ฌ:
๐๐ซ๐จ๐ฉ ๐๐ข๐๐ฅ๐ ๐๐ซ๐๐๐ข๐๐ญ๐ข๐จ๐ง: Soon, we'll introduce crop yield prediction, empowering farmers to forecast their harvest based on soil data.
๐๐ฎ๐ฉ๐ฉ๐ฅ๐ข๐๐ซ ๐๐ง๐ ๐๐๐๐จ๐ซ ๐๐จ๐ซ๐ญ๐๐ฅ: We aim to create a dedicated portal where suppliers and laborers can register, offering a transparent and efficient connection between farmers and service providers.
๐๐ง๐ฅ๐ข๐ง๐ ๐๐๐ซ๐ค๐๐ญ๐ฉ๐ฅ๐๐๐ & ๐๐๐ฒ๐ฆ๐๐ง๐ญ ๐๐ง๐ญ๐๐ ๐ซ๐๐ญ๐ข๐จ๐ง: Farmers will be able to sell their produce directly to consumers via an online marketplace, with secure payment options included for seamless transactions.
๐๐ซ๐จ๐ญ๐จ๐ญ๐ฒ๐ฉ๐ ๐๐ข๐ง๐ค : link