Natural Language Processing (NLP) is a subfield of artificial intelligence (AI) that focuses on the interaction between computers and human language. NLP has gained a lot of traction in recent years due to the rise of chatbots, virtual assistants, and voice-enabled devices. In this post, we'll explore NLP in more detail and its applications. What is NLP? NLP is a branch of AI that deals with the processing and analysis of natural language, such as speech or text. It involves the use of algorithms to enable computers to understand, interpret, and generate human language. NLP is an interdisciplinary field that draws on computer science, linguistics, and cognitive psychology. Applications of NLP Chatbots and Virtual Assistants One of the most common applications of NLP is in chatbots and virtual assistants. NLP algorithms enable these systems to understand and interpret human language and respond appropriately. This technology is being used in customer service, healthcare, and e-comme...
Introduction Mangoes have been a crucial commodity in global import and export, but in recent years, the industry has experienced a decline due to the prevalence of mango tree disease. The loss of mango yield has been a cause for concern among producers, and finding a way to combat the disease has become a top priority. In response to this problem, a new approach has been proposed, which involves using computer vision to detect and diagnose the health of mango leaves. Creating the Mango Leaf Health Detection Dataset The proposed approach involves creating a "Mango Leaf Health Detection Dataset" that uses intelligent computer vision algorithms. This dataset was tested and validated using YOLO v5s, YOLO v7, and YOLO v8s. The YOLO Algorithm The YOLO algorithm analyzes images of the mango leaves by passing them through a pipeline that redefines the image in grid cells, constructs bounding boxes, and predicts the class of the leaf. This method not only saves time but also delivers...