Latest Projects Based on Computer Vision

The main advantage of Image Processing Based Fire Detection System is the early warning benefit. This system can be installed just about anywhere in a commercial building, malls and at many more public places for fire detection. This system uses the camera for detecting fires. So we do not need any other sensors to detect fire. The system processes the camera input and then processor processes it to detect fires.

A large organization uses a huge amount of data every day. Again with time the amount of data keeps on increasing. Keeping a record of those data using pen and paper is not advisable as physical data can be misplaced and difficult to retrieve. So, to run an organization smoothly and to keep a record of all data in a meaning full manner, we require a computerized management system. In this project, you will be addressing one of this kind of problem, which is the management of a library by developing an application using C++ and Oracle 11g.

At the entrance of most buildings, the security guard makes a note of vehicle number. It takes a lot of effort and it is a time-consuming process. It may also lead to various security issues. In this project, you will extract the vehicle number using a surveillance camera.

The specially challenged people who cannot speak use the sign language. For others to understand, they also need to learn it. However, it is difficult to learn. In this project, you will develop a system that can read sign language. Also, it can convert it into English for others to read.

Image processing is a growing field with a wide variety of applications. Almost everything we see around us now can and will be automated in the next few years. Such large-scale automation requires the manufacturing and implementation of a large number of sensors and other monitoring equipment. With respect to the fields of automation and robotics, one of the most important sensory equipment required is the visual sensors.

The need for security systems is rising all over the world due to an increase in crimes being committed. As the public gets more and more aware of the dangers around them, they become more willing to spend money on surveillance equipment. Not only does surveillance equipment help you keep track of what’s happening at home while you are away at the office, but it also allows you to gather evidence in case something goes wrong.

It is safe to say that we are a mobile generation. It is hard to find anyone nowadays who doesn’t have a smartphone. It has become so common that a few years ago, the number of people who access the internet on their phones, eclipsed the number of people who do so on their desktops. That is the pace with which we have imbibed and accepted smartphones. As technology develops, we are getting smarter and more intelligent devices, which seem to know exactly what we want. One such trend that quickly caught on is that of smart gestures that tell the device what to do. In this Image Processing project, we will be taking a look at an application that allows a device to read and understand smart gestures.

One of the biggest problems that the field of surveillance faces is that it still involves humans. With technology replacing most humans when it comes to menial jobs, this is one field that is about to undergo major changes in the years to come. The change has already been set in motion, with several large corporations now relying on motion-detecting cameras to ensure the safety and security of their office spaces and employees. Object tracking is what makes motion-detecting sensors and surveillance cameras possible. But this same technology has another more playful side to it. In this image processing project, we will build a ball tracing and following the robot, which will monitor the motion of a ball and then follow it.

People often say that the eyes are the gateway to the soul. Humans have an innate ability to express themselves using just their faces. Whatever the emotion may be, the human face can express the right emotion and get the message across efficiently. That is why body language and facial reading are important skills when it comes to understanding a person. So, what if computers were able to do that as well? What if computers could look at your face and understand exactly how you feel? Well, this is already happening on a small scale, and this project will help you understand how that happens. In this Image Processing project, we will be looking at an application that recognizes emotions using facial recognition and analysis.

Computer vision is one of the leading technologies which is undergoing a lot of revision, and there is a lot of research happening in this field as well. It essentially gives computers, devices and other machines the ability to see and perceive images. From a pure engineering point of view, technology such as

Machine Learning is a technology that gives computers the power to learn from their past mistakes and experiences. This approach is finding large-scale applications in many fields around the world. One of the most significant uses of this technology is in the medical field. Every year, diseases like diabetes and cancer take the lives of millions of people. What if there was some way we could predict the early onset of such diseases? What if there was some way we could understand we have the disease before it was too late? Well, doctors and medical researchers around the world are working together to build a big-data backed machine learning algorithm that will help with disease prediction. In this Machine Learning project, we are going to be looking at something similar- an application that will help us predict the occurrence of a disease based on patient history.

A common problem faced by several newspaper agencies and content creators on the web is that of content forging or image forging. With so much new content hitting the web every single day, how do you make sure an image or news is real and not fake? How do you protect your work from being copied? Well, that’s a common problem for creators now, and something we will try to solve through this project. Here’s an Image Processing project that will help you detect forgery.

It is puzzling for individuals to perceive each currency from various nations. Furthermore, past perceiving the currency note, we additionally need to perceive the genuine and fake currency notes that are available in the market. To determine this sort of issue we have a Currency Recognition System. It distinguishes the currency notes and the variety among genuine and counterfeit currency notes. Our present framework is taking a shot at image processing, methods that incorporate image filtering, edge identification, segmentation and a database for putting away the qualities of the currency note.

Cartooning a digital image sounds a very interesting, fun and easy project to work on. So as to achieve an animation picture from a digital image, we only need some bilateral filter and edge detection mechanism. These bilateral filters will assist us with reducing the color or shading palette of the image, which is an important step for the animation look, and edge detection are used to get a perfect bold silhouette.

Sign languages (also known as signed languages) are languages that utilize the visual-manual methodology to pass on importance. Language is communicated through the manual sign stream in the mix with non-manual components.

The way that the signature is broadly utilized as a method for individual distinguishing proof apparatus for people necessitates. Confirmation of signature can be performed either Offline or Online dependent on the application. Anyway, human signatures can be dealt with an image and perceived utilizing computer vision and neural network methods. Signature verification and recognition is an innovation that can improve security in our everyday exchanges held in the public arena. This system is reasonable for different applications, for example, bank exchanges, travel papers with great confirmation results, and so on.

Vehicle Number Plate Recognition system is utilized at numerous spots like Petrol Pumps, Shopping Malls, Airports, parkways, toll corners, Hotels, Hospitals, Parking parcels, Defense and Military checkpoints, and so forth. The idea behind this the camera of this system framework catches an image of the vehicle tag and afterward, the image is prepared through multiple numbers of algorithms to give an alphanumeric transformation of the image into a text format. There are tons of ways approaches to construct this framework however here we are going to utilize python to code and machine learning to prepare the model.

In the film industry due to the usage of many cosmetics and modern beauty products, an older person seems like a young one. By looking at their faces we cannot easily predict their original age. But don’t worry, Python has a solution for it.

In this project, we are going to develop a system that can detect the face of an actor and predict the age. 

Color detection is used to identify the name of any color. Well, it is easy for us to identify the color name but for the computer machine, it is quite difficult. For the living organisms, the light receptors in the eye collect the light signals reflected from the objects and then convert it into electric signals. The signals are then sent to the brain to decode it and then identify it. Our brain has collected the color names throughout our life and hence we can name it quite easily. For this project, we will implement it through python language. As the study will be based on the study of huge database files so we need to download the data file which contains the name of colors and its values.

This python project enables us to determine the gender and age of the people. Computer vision will help us to study the pattern and provides the result. But the views of computer limit itself to study the high-definition characteristics of human beings. The whole project is based on object recognition, video tracking, motion estimation, and image restoration. In this python project, we will use deep learning to identify the gender and age of the person.

Road accidents are one of the most common accidents that occur frequently in the world. Due to these accidents, many people are losing their lives and several people become handicapped. There are many reasons for the occurring of accidents and one of those is the drowsiness of the driver. This will majorly occur with lorry drivers as they will be driving for long distances and the rest is taken them will be less and leading to drowsiness and occurrence of the accidents.

Underground pipelines are the country’s one of the largest investment. The use of these underground pipelines are mainly for the water supply and also for sewage purpose. But the condition of these pipelines is generally unknown unless some type of failure occurs. Billions of dollars have been spent in North America for the maintenance of the underground sewage system. But the condition of these pipelines is continuous decline due to the ill maintenance and also due to the chemicals present in the wastewater react with the pipes and make the things even worse.   

Machine learning is emerging as one of the latest technology nowadays. The computer is now capable of doing things and taking decisions based on various algorithms. The project based on Selfie is quite common but one can understand the way of the working of the system based on this. The system created will be capable of taking the Selfie by only detecting the person smile. The project is made with the help of C++ language and you will learn many things such as image processing, image manipulation, etc.

The OCR or optical character reader works in such a way that it detects the text in an image and displays it on the screen. Well, it's not that tough to build a character reader for ourselves. The text scanner works on some algorithm to portray the result. The step-by-step objectives of the project are as follows: -

In this modern time, people are more dependent on machines than manual work. We in our daily lives we are surrounded by machines that provide us comfort or makes our work easier. Not only us even doctors used machines diagnosis and in case of surgeries. Machinery work has become an important part of our lives. Even in work, multiple manual works is being done by a machine. Even the scientist have developed a lot of machines for scanning the human body so that diseases can be treated in a more appropriate manner. As in the medical field, cancer is considered as the ultimate threat so prevention of it is a prime effort for all the people. So, python has created a platform which helps to detect cancer of a person. This project has been created keeping in mind that the early one can detect the most chances he/she has for the cure.

Robots are the topic of innovation and experimentation, which is evolving day by day. Robots with special features have been contributing to human society a lot. Everyday improvement in the field of technology leads to the birth of smart robots which can act like humans. Similar is the sixth sense robot as it can understand real-world situations and act accordingly. It can identify the hand gestures from us and can interact with us.

Café Finder offers a casual method to find the best nourishment arrangements and eateries close to you. In the event that you permit it, the application can find the nearest cafés just by utilizing your location. The android gadget goes about as a customer and PC goes about as a server. The locations information is put away on the server and cell phone is utilized to get to it so as to show to the client.

Overview

Image processing is a technique by which we can manipulate the image taken by some camera. For example, the camera on your phone is able to tell your age and gender. This is all due to image processing applications. MATLAB gives an environment which helps us to create such projects. In this project, we will learn how to implement this technique. Google lens is one such example where the camera is able to give the name of the object which you are pointing at.

Image processing consists of a lot of applications such as Face recognition, object detection, code scanners, and many more. Image processing using the MATLAB can be done using two ways such as Editor Window or GUI. The code is entered in the MATLAB window editor and that code can be downloaded from the internet easily. The GUI gives a whole interface to work on the project.

AR (augmented reality) has changed the way we see the world. Nowadays Augmented reality is widely utilized for various applications like Architecture, Retail, medicine, sports, etc. For example - You might have observed during a football match, the name of the players and scores will be displayed above their heads and also in shopping centres, you can trail clothes without wearing it.

In this AR project, we will develop your favourite movie characters and will try to control the characters using body motion. Following are the tools used to build this AR project:

Nowadays due to the advancement in technologies like smartphones, high-speed internet and the cost-efficient internet packs paved the way for greater innovation such as virtual classrooms, virtual office meetings, etc. In this JAVA project, you will learn to develop a virtual classroom project.

The virtual classroom is an innovative method of teaching used by the teachers to create an interactive platform to teach students remotely. Here the communication is performed in various ways like live video, text chat, live audio, screen sharing, etc. This method of teaching has lots of advantages than the traditional classroom method.

If you are from a computer science background, you might have come across this phrase “phishing”. Phishing is an act of acquiring information such as bank card details, username, passwords, etc. from an individual illegally. In this ethical hacking project, we will create a phishing page of Facebook to acquire the username and login credentials of the victim. This project is for educational purpose only don’t misuse.

Following are the target areas where the phishing attack is performed - social networking sites, online payment sites, banking sites, online shopping sites, etc. This phishing technique is carried by sending a link to the victim via email or messaging applications.

Python is a multi-purpose language which can be used to do anything. You can also develop games using python. In this python project, we are going to develop a Rock, paper, scissor game using python. Rock, paper, scissor is a game which is played between two individuals. Here you are going to develop a game where your opponent is the computer. We are not going to use any external library to develop this game.

Python is a high-level general-purpose programming language which is used for various applications. Using python you can make a web application, desktop application, Games, etc. In this python project, we will discuss how to download youtube videos using python and also we will create a nice UI using the Tkinter library.

Youtube is a widely used video-sharing platform downloading a video from youtube is a hectic task. To download a video you need to copy and paste the link to another site or you need to install an extension which will display unwanted ads. To avoid all the headaches and also to develop your programming skill I will show you how to download a youtube video.

Augmented reality has gained huge popularity since its inception. It is widely used for gaming, eCommerce, healthcare, sports, etc. Augmented reality is the introduction of artificial things into the real world based on the environment. In this AR project, we will develop an Augmented reality android application which will replace the original card with a different one and will play a video on a static image.

Following are the tools used to develop this Augmented reality project:

Who doesn’t want to increase their Instagram followers? Ever worried for not getting more likes or followers for your Insta page. Forget about it. In this python project, we will develop an Instabot which will boost the followers and likes for your Instagram page or post.

There are so many people who earn money via Instagrams posts and pages. Also, there are some companies such as Kicksta, SocialCaptain, Instavast, etc. who will work to promote one’s Instagram page or post by reaching more audiences. The above-mentioned companies do this by automating the tasks in return people pay them a lot.

So, how we can increase the followers? Basically to increase the number of followers you need to share posts, post new videos/photos, comment on other people’s post and like other’s post. You need to do all these things more often to gain more followers.

Notifications help people to remember things. It is a small piece of text which appears on the desktop or mobile screen to inform the user about the updates or any other important pieces of information. This allows the user to focus on important things and ignore the non-important ones. The notifications are stored in the notification bar which you can refer after finishing your works. In this python project, you will learn to develop an application which will notify the user.

We will include the URL in the program from where the necessary information should be fetched. Before starting the project ensure you have installed the newest version of Python and install the libraries - notify2 and BeautifulSoup.

Hacking someone’s Wi-Fi and sniffing their tasks is actually a cool thing to do but also it is illegal. Wireless networks are available to anyone within the routers broadcast area which makes it vulnerable for attacks. In this ethical hacking project, we are going to simulate a man-in-the-middle attack in a friendly network using dSploit android application. This project is for learning purpose only. Perform this simulation on your own Wi-Fi network 

JAVA is one of the famous programming languages of all time and also it is the most effective programming language. Following are some of the advantages of JAVA: simple and user-friendly, object-oriented, and it can run on any machine without any special software.

In this JAVA project, we will develop an application to convert Fahrenheit into Celcius with the help of JAVA programming.

In recent years ethical hacking has gained huge popularity because of its wide applications. It is used by many organizations to prevent their site from hackers. Before discussing ethical hacking first you need to understand what is hacking.

Hacking is the process of performing malicious activities in a device by gaining unauthorized access using the vulnerabilities found in the system. The malicious activities such as deleting a system file or stealing sensitive information. Mostly hacking is performed illegally without taking permission from the user.

Now, will discuss what is ethical hacking. It is the process of finding the vulnerabilities in a system or device by performing various attacks to resolve those vulnerabilities. Ethical hacking is legal and it is performed after taking permission from the user.

In this ethical hacking project, we are going to use python to create a password cracker which uses a dictionary attack to crack passwords.

Passwords are always hashed before storing in the database and the hash is compared for verification purpose.

Virtual Private Network or VPN is used for various purposes to access the internet securely. VPN is legalised in most of the countries unless it is not used to access copyrighted material or to commit online fraud. In this JAVA project, we will learn to develop a VPN app in JAVA using Android Studio.

Let’s understand What is VPN?

VPN is abbreviated to Virtual Private Network. VPN creates a private network using a public network such as the internet to create a safe and encrypted connection. Here the user is part of the local network only, but with the help of tunnelling protocols, VPN creates a secure connection.

For example - Think of a situation where the corporate office of a bank is headquartered at Singapore, the computers in that office are connected to a local network. Another branch of the same bank is in Mumbai. Now if they want to connect both the network means, the usual method of creating a secure connection between the head office and branch office is by a leased line which is a costly method and not reliable.

Everyone in the world loves to listen to songs. Spotify is an online music streaming application through which you can able to listen to almost all the songs. But here the drawback is when the song plays online it will buffer while playing. Also, most of us want the songs to play in offline mode.

But it is a difficult task to download the songs by searching manually, wherein Spotify you can create a playlist and save all your songs so that you can listen to it wherever you want. Also, Spotify will not allow you to download the songs. What if I say you can able to download the songs from Spotify with the help of python.

Yes, using python you can download the songs from Spotify. This python project will teach you how to download songs from Spotify using python.

We all have played the vintage snake game in our devices in our childhood. Accept it, the game may be basic but it was quite addicting and we all used to get so engrossed and played it to increase the tail until we hit our head with it and BOOM game over! If you have ever wondered how this game can be built then here is small support that I could provide.

Let me introduce you to the game if you are new to it. There is a snakehead, a snake tail, and a fruit in the game. You can move your snake up, down, left as well as right. And, as you swallow the fruit the tail size increases. If you collide with the tail or cross the bounds of the wall then the game is over. 

The main purpose of this MATLAB project is to identify the Pedestrians on the road. Since it is somehow difficult to identify the pedestrians during day and nights. This helps us to find a solution. By using Matlab software the project is handled. Implementation of this project brought to bring a driverless car. Developing this project makes more importance in the driverless car where it detects the pedestrians and counter the car. Nowadays this became more important in auto motives to improve the safety system.

If you are new to programming then you must always have wondered how tough could it be implementing a language in developing a game. But it is as easy as implementing some simple mathematical formulae to a problem and obtaining a solution.

To start with this C++ project, let me introduce you to the game. There are asteroids, a spaceship, and obviously a black screen in the game. The game is based in space where the user can rotate the spaceship and shoot bullets and try and break the floating asteroids which come in his way. Colliding with the asteroid at any moment will end and restart the game. Hence, the game is really about how long can the user survive. 

You recognise the hangman game from your childhood which you must have played on both your PCs and paper as well. It requires no rocket science to build this game. In this C++ project, you will learn to build the hangman game. It is as easy as writing codes on your editor and visualizing it on the console. Therefore, all you need to have is any IDE you want and get started. This could be a first step towards developing games if you aim to choose the game development field in future and C++ is your language.

Coming to the game, you already must know that there is a random word in the game and the player has to guess it by guessing the letters. Each time a letter is guessed a part of the hangman is drawn and the game ends as soon as the whole hangman is drawn. If you couldn’t guess the word till the hangman was drawn then you fail and if you did then score!

You will agree with me when I say that we encounter various software in our daily lives and know the importance of it. Some things would just have been a mess if a particular software had not appeared there to help. But, the software's no miracle. It is all about summing up all the mess and solving it at one-all place at once. So, similar software is a supermarket billing system which reduces so many manual calculations while billing all the items you buy from a supermarket. 

This python project will guide you through the whole drill of creating a super easy-peasy supermarket billing system. You do not need to be a pro coder for it. Just some simple logic and a bit of knowledge of python would do. 

With the advancement in technology, a huge change is happening in the education system. In this cloud computing project, we will develop an e-learning platform using cloud computing. Cloud computing is widely used in various fields because of its various applications and easy deployment. Nowadays with easy access to the internet and smartphones, everyone is able to connect and access online resources. This also expanded the use of cloud computing services. 

E-learning is one of the fast and efficient ways to spread knowledge to learners from different parts of the world. E-learning uses modern technology and digital content to make the learning process more attractive. Effectiveness, consistency, scalability, reduced costs, etc. are some of the advantages of the E-learning platforms. But to set up an e-learning platform it requires a huge software and hardware resources. Cloud computing provides the best solution to set up the infrastructure for the e-learning platform with reduced costs. It uses the internet and remote servers to maintain data and applications. 

C++ is a widely-used programming language used to create high-performance applications. It is used to program computers, develop browsers, Operating systems, game development and many more. In this C++ project, we will discuss OOP’s, Inheritance and Polymorphism. 

Overview

A hotel management system constructed with the help of C language enables us to perform various operation related to bill calculation, menu editing, etc. In this C programming project, we will see how to build a hotel management system using simple tools. By building this hotel management project we can perform sorting, selection, calculating bills, etc. It helps in many ways as it reduces human effort and makes the whole process more accurate. The accuracy is very important as it does happen in calculating manually. The project will not be lengthy and you can learn it easily.

Introduction

We all know about Google Assistant and Cortana desktop, they recognize the voice and perform an action according to our commands. Actually it is a part of the smart home concept. Just you have to give a voice command and the system will help you to act on it. So if you want to develop such a system then this article is for you. Skyfi Labs will give you a brief overview of the project.

Introduction

C is a procedure-oriented programming language. As an all-purpose programming language, C programming has a diverse range of usability. With the advent of C programming, memory allocation and optimization became a lot easier. C programming is portable and has its own advantages. Kernels of many operating systems like Linux, Mac and windows are scripted in C. We had learned all concepts of the C programming language. But do you know the practical applications of C, If not then Skyfi Labs will help you to learn more about C programming?

Project Description

This article gives the overview that how to create a digital alarm clock using C language. Actually this project is for beginners, who just learn to code and want to implement it in actual application. So this system is basically for some practical purpose. There is a small program and you can code it just in 15 minutes.

Latest Projects based on computer vision