Pantech is a platform that assists students in becoming acquainted with new tools and technologies while working on Opencv projects. It is an efficient and effective immersion in the world of opencv with the purpose of chasing new prospects in the industry.
What Is OpenCV?
OpenCV is an open-source computer vision library that experts in the Data Science industry widely use. BIg-tech giants like Google, IBM, Intel, Microsoft, etc., all use OpenCV for deploying their computer vision applications. OpenCV has its code written in the C++ language but is compatible with Python and Java.
The OpenCV library offers exciting methods to perform various computer-vision-based tasks. One can use it for image processing, video capturing, real-time face recognition, object detection, etc. Initially, it might be difficult to explore the variety of functions that the OpenCV library offers, but as you work on more OpenCV-based projects, you will get the hang of it.
Top 10 OpenCV Project Ideas
Face Emotion Recognition using Raspberry Pi and OpenCV
Face emotion recognition using raspberry pi and open cv plays an important role in systems for measuring people’s emotions has dominated psychology by linking expressions to groups of basic emotions. These features are useful to distinguish the maximum number of samples accurately and it is based on discriminant analysis that is used to classify different expressions.
Text and Label Reading using Raspberry Pi and OpenCV
The technologies are developed for physically impaired people to live confidently. A camera-based assistive text reading framework to help blind persons text and label reading using raspberry pi and OpenCV and product packaging from hand-held objects in daily lives. Using a text recognition algorithm will get filtered from the image and speech output and the text will be passed into the system to get audio output.
Real-time Face Detection using Raspberry Pi and OpenCV
Real-time face detection using raspberry pi and OpenCV is a type of biometric software application that can identify a specific individual in a digital image by analyzing and comparing patterns. It is used for security purposes in a variety of other applications. The features are useful to distinguish the maximum number of samples accurately and it is matched with stored image samples for personal verification.
Multiple face detection using Raspberry Pi and OpenCV
This Raspberry Pi allows it to detect multiple faces which technology is used in applications. By multiple face detection using raspberry pi and open CV technology in the cloud to process features of the image which has multiple faces. It can be done by detecting faces first and placing landmarks on every face to confirm the face which is present in the image or video.
Moving Object Detection using Raspberry Pi and OpenCV
There are techniques to detect an object, Static and Dynamic by tracking the object when it is moving. The system is kept constant as static, it will capture the video by using computer vision technology and it will track the moving object. It enables the camera to track the moving object using multiple object detection using raspberry pi and open CV.
Wildlife photography using Raspberry Pi and OpenCV
This wildlife photography using raspberry Pi and open cv is implemented with the camera placed in the forest to capture unnoticed actions of living. It takes video with motion-based technology for storage optimization, with an action-based camera to capture the image.
Automatic selfie camera using Raspberry Pi with OpenCV
This automatic selfie camera using raspberry pi with open cv features facilities like an automatic and manual selfie-booth system, and the image can be captured using open cv technology. It detects and classifies each part of the face and after detecting a smile on the face as it captures the image.
Light sensing robot using Raspberry Pi and OpenCV
The Raspberry Pi system used technology by interfacing cameras that monitor the brightness to track light. It is used for surveillance as beginners can work with the light-sensing robots using raspberry pi and OpenCV technology by using a camera with Raspberry Pi.
Curved Lane Detection using Raspberry Pi and OpenCV
Raspberry pi is used where a simulation is implemented for the curved lane detection using raspberry pi and an open cv is done which will be applied to the video to detect curved lanes. It’s an effective way that can be used for self-driving and driving automation.
Object Sorting based on color using Raspberry Pi and OpenCV
It is based on different characteristics and requires different equipment for checking and separating. It is an efficient method that can sort the object based on its color. Raspberry Pi which will be connected to the USB camera and use object sorting based on color using raspberry pi and OpenCV wrapper with python for the object sorting according to its color.
OpenCV Project Topics with libraries
Opencv Projects Ideas with source code
Below you will find cool OpenCV projects with end-to-end solution codes. The projects have been carefully picked up so that you not only enjoy reading about them but also implementing them in your system.
Smart Navigation System for Blind People using Raspberry Pi and OpenCV
Raspberry pi makes a smart stick for blind people which will be embedded with an ultrasonic sensor to detect the real-time hurdles attached to the raspberry pi for perfect navigation for blind people. The smart navigation system for blind people using raspberry pi and open cv interacts with the system invoice. It provides more abundant surrounding information and more accurate navigation and verifies the practicability of the newly proposed system.
Digital Art Drawing using Raspberry Pi and OpenCV
Digital art drawing using raspberry pi and open cv through hand gestures and using a camera capturing the digital art. Each finger is covered with different colors and gestures captured by the camera and displays the digital art using raspberry pi. It recognizes the hand, tracks movements, and provides information about hand position orientation and flux of the fingers.
Opencv Projects Ideas with python
OpenCV is a great tool for image processing and performing computer vision tasks. It is an open-source library that can be used to perform tasks like face detection, objection tracking, landmark detection, and much more. It supports multiple languages including python, java C++
Pick and Place Robot using Raspberry Pi and OpenCV
It allows identifying objects in random positions and performing the pick and place robot using raspberry pi and open cv operation using an industrial robotic arm. The solution is composed of carrying wood blocks of different dimensions, which arise randomly at the beginning of the conveyor and move to an area where they can be picked up by the robot.
Smart Receptionist using Raspberry Pi and OpenCV
The system Performs the work of the Receptionist automatically. This smart receptionist uses raspberry pi and the OpenCV Algorithm is used to extract the facial features of humans. It is recorded and identified whenever the Person visits the company. The System reduces human work and manpower.
Opencv Projects Ideas for Intermediate Professional
It is important to upskill in your career and continuously take efforts to improve your skillset. The projects listed in this section are for professionals who want to enhance their understanding of the OpenCV library’s applications.
Smart ATM Security System using Raspberry Pi and OpenCV
It simply knows the PIN of any individual; cash can be with-drawled by unauthorized persons. The system sends images with OTP as mail to the account holder as someone is trying to use an ATM. If the account holder is trying to use a smart ATM security system using raspberry pi and open cv identifies with its database, it will directly allow users to withdraw cash from an ATM.
Sign Language Recognition using Raspberry Pi and OpenCV
Technologies are being developed for deaf people to live confidently. It proposes a camera-based gesture reading framework to help persons to read text labels. The functions of each sign can be easily configurable to certain processes using the hand sign which is detected using a camera and sign language recognition using raspberry pi and open CV.
Opencv Projects Ideas for beginners
In this section, you will find OpenCV-based projects that are beginner-friendly. If you are a student who is curious about computer vision and want to implement projects that use the OpenCV library, then these projects will be helpful for you.
Counting Apples and Oranges using Raspberry Pi and OpenCV
An accurate automated fruit detection and counting of apples and oranges using raspberry pi and open cv algorithm give agricultural enterprises the ability to optimize and streamline their harvest process. It enables growers to estimate yield at scale across both data sets and can perform on fruits that are challenging for humans to annotate.
Family Monitoring Robot Based using Raspberry Pi and OpenCV
It makes robots for monitoring family activities and also to monitor health. It ensures that the family monitoring robot-based using raspberry pi and OpenCV data stored and displayed in real-time, and used protocol to ensure that remote control and safety reliability of the robot.
Opencv Projects Ideas python ideas
OpenCV is a great tool for image processing and performing computer vision tasks. It is an open-source library that can be used to perform tasks like face detection, objection tracking, landmark detection, and much more. It supports multiple languages including python, java C++
Electronic Voting Machine using Raspberry Pi and OpenCV
The Raspberry Pi is a method of placing all necessary electronics for running a computer on a single chip. It needs an Operating system to start up. Each electronic voting machine using raspberry pi and open cv is locked by a fingerprint access module. As the user is identified, a fingerprint will be sent to a specific machine for voting.
Toll Management System using Raspberry Pi and OpenCV
The implementation of electronic toll collection allows vehicles to travel at low or full speed during the toll payment, which helps to avoid traffic delays at the toll management system using raspberry pi and open cv. It is one type of vehicle classification system which is adopted as the input sensing device for the system. It includes the development of an image-based vehicle classification system as an effort to seek a robust vision-based vehicle classification system.
Opencv Projects Ideas from scratch
In this section, you will find OpenCV-based projects from scratch. If you are a student who is curious about computer vision and want to implement projects that use the OpenCV library, then these projects will be helpful for you.
Drowsiness Detection using Raspberry Pi and OpenCV
Drowsiness detection using raspberry pi and open cv system with external vehicle intrusion dodging primarily based on conception. The development of such systems encounters many difficulties related to fast and proper recognition of a driver’s fatigue symptoms. One of the technical possibilities to implement driver drowsiness detection systems is to use the vision-based approach.
Night Vision Patrolling Robot with Sound Sensing using the Computer Vision Technology
It proposes a security night vision patrolling robot with sound sensing using computer vision technology that uses a night vision camera for securing any premises. The robotic vehicle moves at particular intervals and is equipped with a night vision camera and sound sensors. A fully autonomous security robot that operates tirelessly and patrols large areas on its own to secure the facility.
Opencv Projects Ideas with image processing
Image processing is one of the most vital applications of the OpenCV library. Explore the list of OpenCV-based project ideas below that will help you in learning popular Image processing methodologies.
Baby Monitoring System using Raspberry Pi and OpenCV
This idea is to design a Smart Cradle System which will help to monitor children and detect every activity of the Baby monitoring system using raspberry pi and open cv. It is an innovative, smart, and protective Cradle System to nurture an infant efficiently. A Health Algorithm is applied to these datasets to get information about the body conditions which is helpful as any regular symptoms of a disease can be identified easily.
Traffic Density Monitoring using Raspberry Pi and OpenCV
It focuses on the algorithm for switching the traffic lights according to vehicle traffic density monitoring using raspberry pi and open cv on the road and aims at reducing the traffic congestion on roads which will help lower the number of accidents. This provides safe transit for people and reduces fuel consumption. It will also provide significant data which will help in future road planning and analysis.