The Leaf-Feed mobile application was developed by our company as part of the Hed-Land Hungária Kft.'s research and development project. This application serves the wide-scale diagnostic analysis of agricultural plant cultures to identify deficiency diseases in plants. Similar to our previous research and development projects, the analysis was performed by a neural network system based on Deep Learning technology.