Mighty Abra Ayidzoe
YOU?
Author Swipe
View article: Deployment of mobile application using a novel CNN model for the detection of COVID-19 thoracic disease
Deployment of mobile application using a novel CNN model for the detection of COVID-19 thoracic disease Open
In January 2021 and January 2022, COVID-19 caused roughly 13,000 and 6,000 deaths respectively per day. In August 2022, 26,000 deaths per day were estimated to be caused by COVID-19, followed by 13,000 deaths per day in February 2024. The …
View article: Uncertainty Estimation Using Variational Mixture of Gaussians Capsule Network for Health Image Classification
Uncertainty Estimation Using Variational Mixture of Gaussians Capsule Network for Health Image Classification Open
Capsule Networks have shown great promise in image recognition due to their ability to recognize the pose, texture, and deformation of objects and object parts. However, the majority of the existing capsule networks are deterministic with …
View article: Multi-lane LBP-Gabor Capsule Network with K-means Routing for Medical Image Analysis
Multi-lane LBP-Gabor Capsule Network with K-means Routing for Medical Image Analysis Open
Medical images naturally occur in smaller quantities and are not balanced. Some medical domains such as radiomics involve the analysis of images to diagnose a patient’s condition. Often, images of sick inaccessible parts of the body are ta…
View article: Gabor Capsule Network for Plant Disease Detection
Gabor Capsule Network for Plant Disease Detection Open
Crop diseases contribute significantly to food insecurity, malnutrition, and poverty in Africa where the majority of the population is into Agriculture. Manual plant disease recognition methods are widespread but limited, ineffective, cost…
View article: RMAF: Relu-Memristor-Like Activation Function for Deep Learning
RMAF: Relu-Memristor-Like Activation Function for Deep Learning Open
Activation functions facilitate deep neural networks by introducing non-linearity to the learning process. The non-linearity feature gives the neural network the ability to learn complex patterns. Recently, the most widely used activation …
View article: Capsule Networks – A survey
Capsule Networks – A survey Open
Modern day computer vision tasks requires efficient solution to problems such as image recognition, natural language processing, object detection, object segmentation and language translation. Symbolic Artificial Intelligence with its hard…