Agrolife: Machine Learning Based Plant Disease Classification System

A Rai, I Sharma, R Mhaskar… - 2023 IEEE World …, 2023 - ieeexplore.ieee.org
Agriculture is very important in developing countries like India, but there are still serious
issues with food security. Plant diseases are the primary cause of squandered crops and …

An Optimized Resnet based Plant Disease Identification using Deep Learning Hypothetic Function

G Kaur, HK Saini - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Since the world is pragmatically changing with the deep learning approaches one such
research is trending in the field of apple plant disease identification, whose adoption in …

Plant leaf diseases identification using deep learning approach for sustainable agriculture

G Dheeraj, PK Anumala, LR Sagar… - … and Control Systems …, 2022 - ieeexplore.ieee.org
Farming is one of the most important sectors of the Indian Economy. Farming accounts for
almost 50% of the country's workforce. Farmers' economic growth depends on the quality of …

Disease Recognition of Crops using ResNet and MDFC-ResNet

AY Krishna, ST Sri, V Sravya… - … Computing and Data …, 2023 - ieeexplore.ieee.org
In the field of agriculture, recognizing a crop disease is often a crucial task. Identification of
crop disease directly impacts the treatment strategy for the disease. Without proper …

Classification of nutrient deficiencies in rice crop using denseNet-BC

R Sathyavani, K JaganMohan, B Kalaavathi - Materials Today …, 2022 - Elsevier
The symptoms associated with deficiencies in plants tends to appear often on the leaves.
The color and shape of a leaf often used for diagnosing the nutritional deficiencies in plants …

Nutrient Deficiency Classification in Rice Plants Using DenseNet121

MV Appalanaidu, G Kumaravelan - International Journal of Image …, 2022 - World Scientific
The leaves of plants often display signs of nutritional shortages. Therefore, to identify the
nutrient shortages in plants, the color as well as the shape of the leaves can be wielded …

Plant disease detection using resnet

U Archana, A Khan, A Sudarshanam… - 2023 International …, 2023 - ieeexplore.ieee.org
Deep learning and computer vision have recently emerged as useful methods for the
phenotyping of sick plant tissue. The majority of prior research focused on illness …

Plant Disease Severity Detection and Fertilizer Recommendation using Deep Learning Techniques

B Sudhir, DC Teja, K Sai, P Sridhar… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
In India, the agriculture industry plays a significant role in the economy and employs a
sizable section of the workforce. The demand for food is increasing and analysis of …

Identification of nutrient deficiency in rice leaves using densenet-121

BS Rao, RVK Reddy, D Manogna… - … Conference on Edge …, 2022 - ieeexplore.ieee.org
India is renowned for rice farming. Rice as a most important crop has a huge bang on
people's health since many cultivate it for a living, it provides jobs, and many small industries …

Classification Of Nutrition Deficiency In Rice Plant Using CNN

S Rizal, NKC Pratiwi, N Ibrahim… - … Information System & …, 2022 - ieeexplore.ieee.org
Nutrient deficiency often occurs in rice plants, thus affecting the level of production and
quality of rice. Nutrient deficiency, in general, can be seen from the color and shape of sick …