Plant leaf Classification Using Orientation Feature Descriptions

A Study on Mushroom Pest and Diseases Analysis System Implementation based on Convolutional Neural Networks for Smart Farm

“…Study [11] proposes a plant leaf classification using shape descriptions. First, the algorithm needs to segment the plant leaf from the remainder of the image via the GrabCut algorithm.…”

“…The studies of [8,[11][12], similar to the one proposed in Table 1, selected six items for comparison and evaluation. These items were used for comparison and evaluation in terms of function fit for a search system for mushroom diseases and pests rather than performance.…”

“…The pests of crops can be visually confirmed by the symptoms of the crops, but most of them are hard to find unless found by experts. Because mushroom crops having a variety of shapes, it is difficult to recognize their images from other ordinary crops [9][10]. As external factors, such as light, cause the color of infected mushrooms to change and makes it difficult to analyze their images.…”