Texture Mapping of Plant Leaves: A Multi-Dimensional Application for Next-Gen Agriculture

In point of view global warming and pandemic threats, social ecology and balance is inevitable demand of time to ensure sustainable progress and development. In India and Globe, Agriculture and Farming Process is being revolutionized with Technology and it has helped saving plants from many problems. The growing use of technology will not only ensure food safety in African and Arabian continents but also we may extend the researches to quality of nutritious element to plant leaves. In the presented content, this has been achieved by use of ML and Image Processing and to understand their texture and patterns. It will also help to identify any mal-effects of pollution, bacteria or fungus which damages the plant leaves. Different Image Processing steps have been applied to refine the digital data. The manuscript serves as an effort to establish an accurate technical process with help of SVM on various available refined plant data-sets and supports use of technology in this promising field. This may prove as a great help to entire mankind.