Deep Learning
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems
Technology: DEEP LEARNING / GAN ..
Deep Ensemble Machine for Video Classification
Abstract: Video classification has been extensively researched in computer vision due to its wide spread use in many important applications such as human action recognition and dynamic scene classification. It is highly desired to have an end-to-end learning framework that can establish effective video r..
Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets
Technology: Deep Learning Tool: MATLAB R2018aObjective..
DeepSkin A Deep Learning Approach for Skin Cancer Classification
Aim: To design and develop Deep Learning Model that enable early and accurate diagnosis of skin lesions, improving the chances of successful treatment.Synopsis: Given the rising prevalence of skin cancer and the signif..
Detection of Apple Plant Diseases Using Leaf Images Through Convolutional Neural Network
Aim: To address the challenges associated with detecting apple plant leaf diseases using deep learning based models.Synopsis: Plant diseases pose a significant threat to the global agriculture, leading to substantial c..
Detection of Tomato Leaf Diseases for Agro Based Industries Using Novel PCA DeepNet
Aim: To address the critical issue of detecting tomato leaf diseases in agriculture by leveraging advanced techniques in Deep Learning and Computer VisionSynopsis: The present work focuses on leveraging the TensorFlow API for the ..
EmoBed Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings
Alternative title: Social and Emotional Context analysis using Gradient Boosted SAM algorithm  ..
Leaf Disease Detection Based on Lightweight Deep Residual Network and Attention Mechanism
Aim: To address the significant challenge of identifying plant diseases using deep Residual Network.Synopsis: The proposed work addresses the challenges of identifying plant diseases using a lightweight Deep Residual N..
Sign Explainer An Explainable AI Enabled Framework for Sign Language Recognition With Ensemble Learning
Aim: To enhance the accuracy, robustness and interpretability of sign language recognition system Synopsis: Sign Language recognition is a pioneering framework designed to advance the field of Sign Language Recognition (SLR) through the innovative applic..