From concrete jungles to urban gardens: AI-powered solutions for sustainable food production in cities

Urban Farm DB summary

This study developed Urfalogy, an AI-powered platform, to address urban farming challenges in Indonesia, including limited space, capital, and technology. Using Agile software development and the YOLOv8 deep learning algorithm, the platform achieved optimal performance metrics with a recall of 90.01% and mAP50 of 90.715% at epoch 100. Urfalogy successfully identified environmental components for spatial mapping and supports the complete urban farming workflow from planning to sales.