Ajit Danti

Work place: JNN College of Engineering, Shimoga 577204, Karnataka, India

E-mail: ajitdanti@yahoo.com


Research Interests: Image Processing, Image Manipulation, Image Compression, Pattern Recognition, Computer Vision


Dr. Ajit Danti, is presently working as a Professor & Director for the Dept. of Computer Applications at Jawaharalal Nehru National College of Engineering, Shimoga, India. His research interests are Computer Vision, Pattern Recognition and Image Processing. He has more than two decades of experience in teaching, research & Administration.

Author Articles
A Neural Network Based Recognition and Classification of Commonly Used Indian Non Leafy Vegetables

By Ajit Danti Manohar Madgi Basavaraj S. Anami

DOI: https://doi.org/10.5815/ijigsp.2014.10.08, Pub. Date: 8 Sep. 2014

A methodology to characterize the commonly used Indian non-leafy vegetables’ images is developed. From the captured images of Indian non-leafy vegetables, color components, namely, RGB and HSV features are extracted, analyzed and classified. A feed forward backpropagation artificial neural network (BPNN) is used for the classification. The results show that it has good robustness and a very high success rate in the range of 96-100% for eight types of vegetables. The work finds usefulness in developing recognition system for super market, automatic vending, packing and grading of vegetables, food preparation and Agriculture Produce Market Committee (APMC).

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