Image Segmentation is the interaction by which an advanced image is divided into different subgroups (of pixels) called Image Objects, which can diminish the intricacy of the image, and accordingly examining the image gets less difficult. This paper portrays another automatic image segmentation methodology for segmenting plants. This paper presents straightforward methodology towards plant growth analysis Enhanced Fuzzy C - Means clustering algorithm is utilized to segment the region of interest, morphological shape analysis is applied to the Image Segmentation for Banana Plant. The strategy is highly promising nearby accuracy agriculture when we have large area to monitor.