AgroBrain: An Automated Crop Recommendation System Based on Soil Classification Using CNN And Ensemble Models

Abstract

"Sri Lanka's spice industry plays a significant role in the country's economy, exporting over 30,000 tons of rare and expensive spices annually. However, the market has recently faced challenges due to harvest losses caused by a lack of knowledge about suitable crops for specific land plots.[1] This research paper focuses on addressing these issues by proposing the integration of new technologies in spice agriculture and aims to bridge the gap between traditional practices and technological advancements in spice agriculture, ultimately strengthening the sector and ensuring its sustainability."