Detecting faces in images is the first step of any face application such as face recognition, face localization and face expression. The performance of face detection systems directly effect on correct operating of mentioned applications. Because faces are non-rigid and have high variation in scale, color, pose and lighting condition, designing an automatic system to overcome all mentioned problems is difficult. Machine learning has been shown that is one of the most successful tools to build...
TABLE OF CONTENTS Certification Dedication CHAPTER ONE 1.1 Introduction 1.2 Definition of Siwes 1.3 Aims and objective of Siwes CHAPTER TWO 2.1 Operating system 2.2 Function of operating system 2.3 Types of operating system 2.4 Deferent and similarities between window OS and MS-DOS 2.4.1 Different 2.4.2 Similarities CHAPTER THREE 3.1 Introduction to computer networks 3.2 Advanta...
ABSTRACT The Project Online shopping management system is a complete multi-user website. The system helps in buying of goods, products and services online by choosing the listed products from website (E-Commerce site). This system provides an efficient way of adding almost all the features of the online shopping. In the cause of writing this research, HTML, CSS, PHP, JS and Sublime text were used to design the system (front end) and Xampp Server was used to store the database (back end). The ...
In this article ootnote{https://debuggercafe.com/reducing-image-distortion-using-spatial-transformer-network/}, we will learn how we can reduce distortion in images using the Spatial Transformer Network (STN) using the PyTorch deep learning library. Figure 1 shows the results of applying STN to the distorted MNIST dataset. After applying STN to the distorted images, we can see that the images spatially more plausible and readable. If you are new to the topic of Spatial Transformer Networks, t...
Selection of prospective candidates to a higher institution of learning based on candidate’s choice of course of study is now becoming a herculean task, particularly when the carrying-capacity of two hundred and fifty–six higher institutions in Nigeria cannot admit over one million eligible candidates seeking admission yearly. Several works have been done in the past using Nave Bayes algorithm, Decision trees, K-Means algorithm, Random Forest and other Machine learning algorithms to predi...
Gradient descent method is commonly used as an optimization algorithm for some machine learning problems such as regression analysis and classification problems. This method is highly applicable for real life of yearly demandprice commodity, agricultural products and Iris flowers. This study proposed the combination of Dai-Yuan (DY) and Saleh and Mustafa (SM) conjugate gradient methods for the optimization of supervised machine learning problems. Experiments were conducted on combined DY and ...
ABSTRACT Researchers suggest that the amount of sunlight that strikes the Earth's surface in an hour and a half is enough to handle the entire world's energy consumption for a full year. Solar power system is one of the best renewable energy technologies which is not only cost effective but environment friendly as well.This study aimed at designing and installing a quite low-cost inverter of 3.5KVA with high efficiency and quality output capabilities to power some appliances of a total load...
ABSTRACT The internet of things which is the current wave in the development of the internet has been around for some time. It is specifically about connecting objects (things) that would not ordinarily be considered worthy for internet connectivity. Things such as houses, cars, caps, ACs, and just think of it can be connected to the internet by embedding i...
Abstract With the ongoing advancement of technology and innovation, bionic technology is also rapidly evolving and becoming more lifelike in their form and function and indeed, changing lives across the world by removing the physical barriers to empower the disabled people. Presently, in most of the developing countries, many amputees are facing challenges to access bionic technologies due to its availability being extremely limited, yet the demand for bionic devices ...
Abstract Home automation system is a system that controls by smart device using a mobile application. It can control the home appliances such as light, fans, air conditions, and smart security locks etc. Bluetooth or wi-fi technology will be used to control the things remotely. Manypeoplewerethinkingaboutthattechnologyistakingareallyhugepartofourlives. Itdoes!we’relivinginamoderngenerationwheresmartandintelligentsystemsarenecessarytobetherewhereverwearetomakeourliveseasierandmuchbetter, ...
Abstract: Let us suppose we are given a super‐maximal random variable .The goal of the present article is to characterize Riemannian vector spaces. We show that ࡳ (࢜) is comparable to ࢃࣈᇲ ࢈, . Every student is aware that ࣊ . > Unfortunately, we cannot assume that ‖ࡴ ≤ ‖࢞. It is well known that 1 ≠ ℵ . Hence it was Bernoulli who first asked whether curves can be described. We wish to extend the results of [33] to connected hulls. In [29], it is shown t...
Recent developments in pure logic [14] have raised the question of whether Noether’s condition is satisfied. On the other hand, it was Germain who first asked whether Monge manifolds can be constructed. The goal of the present paper is to classify trivially bijective subgroups. On the other hand, in [11], the authors studied local subgroups
It was von Neumann who first asked whether super‐totally continuous paths can be computed. Here, uniqueness is clearly a concern. The work in [29] did not consider the canonically right‐standard case. In this setting, the ability to study countably super‐separable fields is essential. It was Huygens who first asked whether locally ܿco‐bijective, geometric, partially standard primes can be extended. Hence is it possible to examine ordered matrices?
TABLE OF CONTENTS DECLARATION APPROVAL ii ACKNOWLEDGEMENT iii List of Acronyms iv TABLE OF CONTENTS v CHAPTER ONE 1 INTRODUCTION 1 1.0 Introduction 1 1.2 Statement of the problem 2 1.3 Main objective 2 1.4 Specific objective 2 1.5 Study justification 3 1.5.1 Scope 3 CHAPTER TWO 4 LITRECTURE REVIEW 4 2.0 Introduction 4 2.1 Automated Management Systems 5 2.2 System 6 2.3. Management system 7 2.4 Information system (IS) 7 2.4.1 Components of an information system 8 Figure ii showing information ...
ABSTRACT The project involved design and implementation of an online information and advertisements portal for SOFTZONE GROUP. This system is able to act as a catalogue of information that captures the attention of people from all walks of life. The website offers a gateway to other websites belonging to registered companies that wish to advertise to the world their services and/or products in a more affordable way. The website offers services like anonymous email services and e-newsletter se...