Browsing by Subject "Deep Learning"
Now showing items 1-13 of 13
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Applying Deep learning techniques - masked facial recognition in smartphone security systems using transfer learning
(Dublin Business School, 2021)Face recognition is the most reliable security measure in smartphones. Face masks make face detection more challenging. In most countries the wearing of facial masks is mandatory on public transport and in public areas to ... -
Classification of retinal pathology from OCT images using a parametric tuned CNN
(Dublin Business School, 2020)Optometrists nowadays use optical biopsy to get cross sectional images of the retina infected by pathologies. This is also known as Optical Coherence Tomography (OCT). It is important to identify the retinal diseases at ... -
Comparative analysis of deep and transfer learning techniques for two and multi-class weather image classification
(Dublin Business School, 2021)Information about the weather plays a very vital role in day-to-day life of humans, including various sectors like agriculture, business, traffic etc., knowing the weather beforehand helps to resolve several weather-related ... -
Comparative analysis of machine learning algorithms for detection of fast radio bursts
(Dublin Business School, 2020)Fast radio bursts are a new astronomical phenomenon that have scientists baffled. To detect and analyse these FRBs, upcoming radio telescopes will capture tremendous amount of data. At the scales of these new telescopes, ... -
Comparison of machine learning V/S deep learning model to predict ICD9 code using text mining techniques
(Dublin Business School, 2021)Healthcare information is usually collected and stored in form of numbers, texts or images. This data consists of important details such as their visits, symptoms, prescriptions, notes or vital statistics of the patients. ... -
Face recognition using OpenCV
(Dublin Business School, 2020)Face recognition is one of the most useful contactless biometric identi cation tool, having several applications in security, surveillance and human-computer interactions etc. The concept of face recognition has been ... -
Investment advice based on market trends and financial distress of the company
(Dublin Business School, 2020)In this day and age “Investment” has become a necessity and an important factor for companies and individuals. Investment is something which is called a monetary asset purchased with the idea that the investment will provide ... -
Network intrusion detection system using classification techniques in machine learning
(Dublin Business School, 2020)Worldwide, the Internet is connected across the country. There are threats of network attacks in this Internet environment. The risk of integrity and con dentiality has also increased with the density of information and ... -
Object detection in a video based on frame differencing using deep learning
(Dublin Business School, 2019)Earlier, security guards were employed to safeguard the people and premises. Due to advancements in technology and cheap storage cost, surveillance cameras have been installed in many public and private properties to prevent ... -
Prediction of patient's health risk in critical care using a deep neural network
(Dublin Business School, 2020)The Intensive care units (ICU’s) of a hospital comprise a large share of the health care budget as today’s lifestyle habits and environmental conditions contribute to the onset of chronic diseases. High risk patients in ... -
Second heart attack prediction using machine learning and deep learning
(Dublin Business School, 2020)Deep Learning and Machine Learning is the fastest growing technology that has a wide range of applications, one of which is the medical field. The cardiac attack has become a global alarming issue, that is leading to 17.9 ... -
A study on identification of dog breeds through multi-class classification using Deep Learning techniques
(Dublin Business School, 2019)Image classification, a discipline which over the years has made tremendous advancements with new and improved techniques continuously being implemented to improve the accuracy. With an enormous amount of effort being put ... -
Twitter sentiment analysis with deep learning technique for self-driving cars
(Dublin Business School, 2019)Social media is an evolving platform for influencers, decision-makers and the common people to express their opinions. Social listening has changed the approach of brands when it comes to promoting and determining the ...