Image classification plays an important role in remote sensing images and is used for various applications such as environmental change, agriculture, land use/land planning, urban planning, surveillance, geographic mapping, disaster control, and object detection and also it has become a hot research topic in the remote sensing community [1]. Image classification is a complex process that may be affected by many factors. Image Segmentation and Classification for Medical Image Processing ... . 3 0 obj endobj There are thousands of flower images and it has One way is to find the texture of the images and have the analysis. This paper examines current practices, problems, and prospects of image classification. Haralick., “Textural Features for Image Classification”. 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Lavina 1Student, 2Assistant Professor 1Computer Science Engineering 1Global Research Institute of Management & Technology, Radaur, India A Survey on Decision Tree Algorithm for Classification IJEDR1401001 International Journal of Engineering Development and Research ( www.ijedr.org) 2 way, the information needed to classify the training sample subset obtained from later on partitioning will be the smallest. This work aims at the application of Convolutional Neural Network or CNN for image classification. First technique is supervised classification. The accurate Disease detection and classification of the plant leaf image is very important for the successful cultivation of cropping and this can be done using image processing. The Fine-Grained Image Classification task focuses on differentiating between hard-to-distinguish object classes, such as species of birds, flowers, or animals; and identifying the makes or models of vehicles. "Study of Feature Extraction Techniques for the Detection of Diseases of Agricultural Products." Section 2 … This paper proposed a methodology for the analysis and detection of soybean plant leaf diseases using recent digital image processing techniques. In this survey, we provide an overview of often used ideas and methods in image classification with fewer labels. <>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 595.44 841.68] /Contents 4 0 R/Group<>/Tabs/S/StructParents 0>> We can discuss three major techniques of image classification and some other related technique in this paper. <> This research study about image classification by using the deep neural network (DNN) or also known as Deep Learning ... techniques in image classification. 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