Harnessing the power of transfer learning in sunflower disease detection: A comparative study
Sunflower is an important crop that is susceptible to various diseases, which can
significantly impact crop yield and quality. Early and accurate detection of these diseases is …
significantly impact crop yield and quality. Early and accurate detection of these diseases is …
SBXception: a shallower and broader xception architecture for efficient classification of skin lesions
Simple Summary Skin cancer is a major concern worldwide, and accurately identifying it is
crucial for effective treatment. we propose a modified deep learning model called …
crucial for effective treatment. we propose a modified deep learning model called …
NeuroNet19: an explainable deep neural network model for the classification of brain tumors using magnetic resonance imaging data
Brain tumors (BTs) are one of the deadliest diseases that can significantly shorten a person's
life. In recent years, deep learning has become increasingly popular for detecting and …
life. In recent years, deep learning has become increasingly popular for detecting and …
Adaptability of deep learning: datasets and strategies in fruit classification
This review aims to uncover the multifaceted landscape of methodologies employed by
researchers for accurate fruit classification. The exploration encompasses an array of …
researchers for accurate fruit classification. The exploration encompasses an array of …
Estimation of the extent of the vulnerability of agriculture to climate change using analytical and deep-learning methods: a case study in Jammu, Kashmir, and Ladakh
Climate stress poses a threat to the agricultural sector, which is vital for both the economy
and livelihoods in general. Quantifying its risk to food security, livelihoods, and sustainability …
and livelihoods in general. Quantifying its risk to food security, livelihoods, and sustainability …
An intelligent attention-based transfer learning model for accurate differentiation of bone marrow stains to diagnose hematological disorder
Bone marrow (BM) is an essential part of the hematopoietic system, which generates all of
the body's blood cells and maintains the body's overall health and immune system. The …
the body's blood cells and maintains the body's overall health and immune system. The …
[PDF][PDF] Enhanced transfer learning strategies for effective kidney tumor classification with CT imaging
Kidney tumours (KTs) rank seventh in global tumour prevalence among both males and
females, posing a significant health challenge worldwide. Early detection of KT plays a …
females, posing a significant health challenge worldwide. Early detection of KT plays a …
Extraction of Facial Features using an Efficient Convolution Siamese Network on Customized Dataset
In recent years, one of the best applications of visual analysis and understanding that has
drawn a lot of attention is face recognition. Due to its numerous uses in areas including …
drawn a lot of attention is face recognition. Due to its numerous uses in areas including …
Classification of osteo-arthritis with the help of deep learning and transfer learning
Osteoarthritis is a degenerative disorder of the joints that negatively impacts the cartilage,
bones, and tissues around them. The afflicted joints may experience discomfort, stiffness …
bones, and tissues around them. The afflicted joints may experience discomfort, stiffness …
Improved Multiclass Brain Tumor Detection via Customized Pretrained EfficientNetB7 Model
A brain tumor considered the deadliest disease in the world. Patients with misdiagnoses and
insufficient treatment have a lower chance of surviving for life. However, for diagnosing the …
insufficient treatment have a lower chance of surviving for life. However, for diagnosing the …