Implementation of CNN for plant leaf classification

M Diqi, SH Mulyani - International Journal of Informatics and …, 2021 - ijicom.respati.ac.id
Many deep learning-based approaches for plant leaf stress identification have been
proposed in the literature, but there are only a few partial efforts to summarize various …

Study on tomato disease classification based on leaf image recognition based on deep learning technology

J Zheng, M Du - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
The utilization of computer vision technology is of the utmost significance in the examination
of plant diseases. Research utilizing image processing to investigate plant diseases …

Classification and Health Prediction in Plants Using Deep Convolutional Neural Networks

NK Jha, PK Shukla - … on Innovative Practices in Technology and …, 2023 - ieeexplore.ieee.org
Plants are one of the core components of human life and its surrounding environment.
Various diseases not only diminish the ecological relevance of plants and the products they …

Design and Development of a CNN Model Based Android Application for Detection of Plant Leaf Diseases In-Home Grown Plants in Saudi Arabia

SBS Imam, RO Alsultan, DA Albdah… - Modern Approaches in …, 2022 - Springer
The growth of every country depends on its agricultural growth. Growing plants at home
have become a hobby as well as a nutrient factor. It also ensures that the vegetables and …

Deep neural network for multi‐class classification of medicinal plant leaves

V Tiwari, RC Joshi, MK Dutta - Expert Systems, 2022 - Wiley Online Library
Plant diseases are a critical issue in the farming industry, and early identification is essential
for plant monitoring. The leaves of plants represent the majority of disease symptoms …

A cnn based framework for comparison and recognition of leaf diseases

MMH Rao, TM Anuhya, V Sravani… - … Journal for Innovative …, 2023 - papers.ssrn.com
In India, 70% of the population works in agriculture. The remaining 30% of the population is
integral to this field. Because crops, which are a staple diet for people, are one of the many …

[PDF][PDF] AlexNet Convolutional Neural Network for Disease Detection and Classification of Tomato Leaf. Electronics 2022, 11, 951

HC Chen, AM Widodo, A Wisnujati, M Rahaman… - 2022 - academia.edu
With limited retrieval of reserves and restricted capability in plant pathology, automation of
processes becomes essential. All over the world, farmers are struggling to prevent various …

A mobile-based system for detecting ginger leaf disorders using deep learning

H Waheed, W Akram, S Islam, A Hadi, J Boudjadar… - Future Internet, 2023 - mdpi.com
The agriculture sector plays a crucial role in supplying nutritious and high-quality food. Plant
disorders significantly impact crop productivity, resulting in an annual loss of 33%. The early …

Identification of Ayurvedic Leaves using Deep Learning

SG Kale, S Ansari, T Khan, M Chitriv… - … , and Systems (IC3S), 2023 - ieeexplore.ieee.org
Ayurveda means the science of life as it can blend into our lifestyle very easily. Ayurveda
uses medicinal plant leaves, roots and fruits for treatment of various diseases and it has got …

Classification of Different Plant Species Using Deep Learning and Machine Learning Algorithms

SS Chouhan, UP Singh, U Sharma, S Jain - Wireless Personal …, 2024 - Springer
In the present situation, a lot of research has been directed towards the potency of plants.
These natural resources contain characteristics valuable in combat against a number of …