MEAN-SSD: A novel real-time detector for apple leaf diseases using improved light-weight convolutional neural networks

H Sun, H Xu, B Liu, D He, J He, H Zhang… - … and Electronics in …, 2021 - Elsevier
Abstract Alternaria blotch, Brown spot, Mosaic, Grey spot, and Rust are 5 common apple leaf
diseases that severely impact apple production and quality. At present, although many CNN …

A review of plant disease detection systems for farming applications

MSP Ngongoma, M Kabeya, K Moloi - Applied Sciences, 2023 - mdpi.com
The globe and more particularly the economically developed regions of the world are
currently in the era of the Fourth Industrial Revolution (4IR). Conversely, the economically …

Analysis of apple plant leaf diseases detection and classification: A review

S Kumar, R Kumar, M Gupta - 2022 Seventh International …, 2022 - ieeexplore.ieee.org
Agriculture has a vital role in the development of any country like India where the majority of
the population's livelihood depends on agriculture. Every year, diseases and pests harm …

Plant disease detection and classification using deep learning model

BR Pushpa, A Ashok, SH AV - 2021 third international …, 2021 - ieeexplore.ieee.org
Organic farming is becoming more common in many developing countries agricultural
practices. There are a variety of issues that occur in plant growth due to various …

Feasibility of using computer vision and artificial intelligence techniques in detection of some apple pests and diseases

Y Abbaspour-Gilandeh, A Aghabara, M Davari… - Applied Sciences, 2022 - mdpi.com
There are many methods to detect plant pests and diseases, but they are primarily time-
consuming and costly. Computer vision techniques can recognize the pest-and disease …

An improved lightweight network for real-time detection of apple leaf diseases in natural scenes

S Liu, Y Qiao, J Li, H Zhang, M Zhang, M Wang - Agronomy, 2022 - mdpi.com
Achieving rapid and accurate detection of apple leaf diseases in the natural environment is
essential for the growth of apple plants and the development of the apple industry. In recent …

[PDF][PDF] Classification of apple tree leaves diseases using deep learning methods

A Alsayed, A Alsabei, M Arif - International Journal of Computer …, 2021 - researchgate.net
Agriculture is one of the essential needs of human life on planet Earth. It is the source of food
and earnings for many individuals around the world. The economy of many countries is …

Apple leaf disease detection using deep learning

K Sangeetha, P Rima, P Kumar… - 2022 6th International …, 2022 - ieeexplore.ieee.org
In general, agriculture plays a very important role in contributing to human life on earth.
Agriculture acts as the major source of providing food and economic growth of a region and …

Apple leaf diseases detection system: a review of the different segmentation and deep learning methods

A Bonkra, A Noonia, A Kaur - … on Artificial Intelligence and Data Science, 2021 - Springer
These are various critical aspects that limiting apple quality and productivity, the leaf disease
one of them. The usual examination process of leaf disease takes a lot of time to diagnose …

Dynamic mode decomposition and deep learning for postharvest decay prediction in apples

N Stasenko, D Shadrin, A Katrutsa… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The damages and diseases that may occur in apples during the storage and cannot be seen
visually at early stages is a significant problem in precision agriculture leading to the loss of …