A comprehensive survey on leaf disease identification & classification

M Bhagat, D Kumar - Multimedia Tools and Applications, 2022 - Springer
This paper presents survey on various techniques used to classify plants and its disease.
Classification is concerned with classifying each sample into different classes. Classification …

[PDF][PDF] Comparison of Plant Leaf Classification Using Modified AlexNet and Support Vector Machine.

SA Wagle - Traitement du Signal, 2021 - researchgate.net
Accepted: 20 December 2020 Automatic identification methods for the early detection of
disease in plants play a significant role in precision crop protection. Various methods have …

Optimized transfer learning approach for leaf disease classification in smart agriculture

M Bhagat, D Kumar, S Kumar - Multimedia Tools and Applications, 2024 - Springer
In recent years, numerous deep learning architectures have used publicly available/author-
generated datasets to classify plant diseases. This study suggested a four-stage process for …

Real-Time Detectionand Identification of Plant Leaf Diseases using YOLOv4-tiny

A Mohandas, MS Anjali… - 2021 12th international …, 2021 - ieeexplore.ieee.org
Agriculture is one of the main sectors that contributes to our economy. It plays a vital role in
raising the livestock in every country. Farmers and their families depend heavily on their …

Klasifikasi Bunga Mawar Menggunakan Knn Dan Ekstraksi Fitur Glcm Dan Hsv

WS Sari, CA Sari - SKANIKA: Sistem Komputer dan Teknik …, 2022 - jom.fti.budiluhur.ac.id
Bunga mawar biasanya di produksi sebagai bahan kecantikan maupun parfum. Bunga
mawar dapat dibudidayakan untuk bunga potong dan bunga hias. Peneltian ini bertujuan …

Rose plant leaves: Disease detection and pesticide management using cnn

MI Khaleel, PG Sai, AUR Kumar… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Agriculture is one of the main livelihoods and a major source of income for farmers. Rose
cultivation is one of the highest contributing income sources to India. But the main problem …

Rose plant disease detection using deep learning

M Ali-Al-Alvy, GK Khan, MJ Alam… - … on Trends in …, 2023 - ieeexplore.ieee.org
The detection and identification of rose plant disease is the focus of this investigation.
Identification and detection are essential components of contemporary agro technology. In …

Design and implementation of an efficient rose leaf disease detection and classification using convolutional neural network

K Swetharani, GV Prasad - International Journal of Image …, 2021 - inderscienceonline.com
Roses are the most planted flowers in world and are grown to make profit and regarded as
symbol of love. Diseases are harmful to plants' health, which in turn has adverse impact on …

An Efficient Approach for Identification of Multi-plant Disease Using Image Processing Technique

K Kranthi Kumar, J Goddu, P Siva Prasad… - Computer Networks, Big …, 2022 - Springer
Plant diseases must be identified to prevent loss of yields and quantities of agricultural
products. Plant disease studies mean plant patterns are observable visually. Health …

Rose Plant Disease Detection Using Image Processing and Machine Learning

A Sharma, GP Dubey, A Singh, A Likhar… - … Conference on Applied …, 2023 - Springer
The first step in preventing reductions in agricultural product output and quantity is to identify
plant diseases. The research on plant diseases refers to examinations of patterns on the …