Plant diseases and pests detection based on deep learning: a review
J Liu, X Wang - Plant Methods, 2021 - Springer
Plant diseases and pests are important factors determining the yield and quality of plants.
Plant diseases and pests identification can be carried out by means of digital image …
Plant diseases and pests identification can be carried out by means of digital image …
Pesticide-free agriculture as a new paradigm for research
Reducing pesticide use has become a goal shared by several European countries and a
major issue in public policies due to the negative impacts of pesticides on the environment …
major issue in public policies due to the negative impacts of pesticides on the environment …
A robust deep-learning-based detector for real-time tomato plant diseases and pests recognition
A Fuentes, S Yoon, SC Kim, DS Park - Sensors, 2017 - mdpi.com
Plant Diseases and Pests are a major challenge in the agriculture sector. An accurate and a
faster detection of diseases and pests in plants could help to develop an early treatment …
faster detection of diseases and pests in plants could help to develop an early treatment …
An advanced deep learning models-based plant disease detection: A review of recent research
Plants play a crucial role in supplying food globally. Various environmental factors lead to
plant diseases which results in significant production losses. However, manual detection of …
plant diseases which results in significant production losses. However, manual detection of …
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network
Early identification and prevention of various plant diseases is a key feature of precision
agriculture technology. This paper presents a high-performance real-time fine-grain object …
agriculture technology. This paper presents a high-performance real-time fine-grain object …
A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools
Several factors associated with disease diagnosis in plants using deep learning techniques
must be considered to develop a robust system for accurate disease management. A …
must be considered to develop a robust system for accurate disease management. A …
Plant disease detection by imaging sensors–parallels and specific demands for precision agriculture and plant phenoty**
AK Mahlein - Plant disease, 2016 - Am Phytopath Society
Early and accurate detection and diagnosis of plant diseases are key factors in plant
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
Monitoring plant diseases and pests through remote sensing technology: A review
Plant diseases and pests endanger agriculture and forestry significantly around the world.
The implementation of non-contact, highly-efficient, and affordable methods for detecting …
The implementation of non-contact, highly-efficient, and affordable methods for detecting …
Deep learning system for paddy plant disease detection and classification
Automatic detection and analysis of rice crop diseases is widely required in the farming
industry, which can be utilized to avoid squandering financial and other resources, reduce …
industry, which can be utilized to avoid squandering financial and other resources, reduce …
Nanobiotechnology approaches for engineering smart plant sensors
Nanobiotechnology has the potential to enable smart plant sensors that communicate with
and actuate electronic devices for improving plant productivity, optimize and automate water …
and actuate electronic devices for improving plant productivity, optimize and automate water …