The human visual system has no problem in interpreting the subtle variations in colour and shading in a photograph and correctly recognize the object from its background. Suppose if a person takes a field trip, and when he or she sees a plant on the ground, that person would like to gain information about the plant. With the help of a mobile camera and a recognition program, we enable our users to get useful information of the plant’s leaf which they have taken. The sole purpose of this project is to develop a leaf recognition algorithm based on its specific characteristics. For this photograph of the leaf is taken in a mobile camera and send it to the image processing an application. After processing the image result is send back to the mobile.

Keywords : Random Forests, Preprocessing, Feature Extraction.