CDMD: An Efficient Crop Disease Detection and Pesticide Recommendation System Using Mobile Vision and Deep LearningThe traditional agriculture systems are less suitable for better crop productivity. The use of modern technologies such as mobile vision and deep learning, can help in solving some of the...
Crop disease detection phase is modelled with a new ensembled-deep-learning paradigm. Ensembled-deep-learning paradigm comprises Attention-based Bi-LSTM, Recurrent Neural Networks (RNNs) and Optimized Deep Neural Network (O-DNN). The weight function of O-DNN is fine-tuned using the new ABC-...
A system for detecting the conditions of crop disease stress by acoustic emission technology was studied and developed, and the contrast experiment study was carried out in a greenhouse by taking a healthy tomato and a disease stressed tomato crop as the objects. The PCI-2 acoustic emission board...
crop-disease-diagnosis-service crop disease diagnosis service application with image-captioning and object-detection(deep learning) paper Lee, D.I.; Lee, J.H.; Jang, S.H.; Oh, S.J.; Doo, I.C. Crop Disease Diagnosis with Deep Learning-Based Image Captioning and Object Detection. Appl....
1Branch0Tags Code This branch is up to date withfoamliu/Crop-Disease-Detection:master. Folders and files Name Last commit message Last commit date Latest commit foamliu update folder Sep 14, 2018 fca9bae·Sep 14, 2018 History 107 Commits ...
The early detection and treatment of agricultural crop diseases are meaningful and challenging tasks in agriculture. ... W Li,L Zhu,J Liu - Agriculture; Basel 被引量: 0发表: 2024年 IOT and Deep Learning Assisted Smart Agriculture System for Plant Disease Identification Agriculture employed more ...
In developing countries, the agriculture sector faces numerous challenges in the form of knowledge gap between farmers and technology, disease and pest infestation, lack of storage facilities, among others. In order to resolve some of these challenges, this paper presents crop pests/disease datasets ...
Wheat rust is a devastating plant disease affecting many crops, reducing yields and affecting the livelihoods of farmers and decreasing food security across Africa. The disease is difficult to monitor at a large scale, making it difficult to control and eradicate. An accurate image recognition model...
physical and chemical control) and their impact on biodiversity and the environment. We do not publish basic physiological and biochemical research without any applied aspects of crop health and, we do not publish Disease Notes containing first detection of pathogens and pests, unless it concerns the...
Firstly, the research status of the early warning analysis technology of crop diseases and insect pests in the field of agricultural are investigated and studied thoroughly and deeply, and then the comparison and analysis of the mainstream technology for pest and disease warning and algorithms are ...