Computer Vision Based Flower Recognition

Abstract

Flower is the essential part of the beautiful nature. Its colors make the nature more colorful and balanced for the nature lover. Every day in our life, we have to go outside and so many things came front of us from the nature. Buildings, tress and so many things. Besides that, we also see some flowers on our walk way. May be those are in the rail line or in our balcony. But when we see them on the outside, we don’t know the name of this flower. Sometimes we like the flower and then we wish to bring it on our garden or balcony. That time, we went to the Nursery and the seller told us the name of that flower. But the others flower that we don’t want to bring in our garden we don’t even know the name at all. That’s why, we decided to do a research and develop a project on this. By this project, people will know the name of that flower which actually don’t know by him. Our project will be working on mobile based camera for recognize the flower in real time. In our project we will use LMT (Logistic Model tree) which is a popular realm of machine learning, mainly used for image Classification and Regression analysis of any data. This is a little work we have done on this project but we are looking forward on it to make it more effective by upgrading our system.