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Open-Source Computer Vision Library, also known as OpenCV, is a library for machine learning. It is using to develop computer vision applications. With the field of computer vision gaining popularity, Open Computer Vision highly starts to accelerate with individuals as well as businesses.
OpenCV allows you to create a variety of projects, ranging from detecting faces and objects, classifying human actions to tracking movements, etc. Open Computer Vision is the most common library for computer vision, offering lots of complex and fast algorithms.
Computer vision is an area of study which allows computers to identify the visual world humans can see. It’s a division of AI which retrieves information from digital images or videos. It then processes the images to define its attributes.
OpenCV is the large open-source library for the computer vision, ML, and image processing. Also it plays an important role in real-time operation which is very crucial in today’s systems. We can process images and videos by using Open Computer Vision. Thus we can identify objects, recognize faces, or even handwriting of a person.
Currently Open Computer Vision supports different programming languages like C++, Python, Java etc. It is also available on various platforms including Windows, Linux, OS X, Android, iOS etc.
The OpenCV library allows us to run computer vision algorithms effectively in real time. It was using for many years, and has become the standard library in the field of AI. One of the main advantages of Open Computer Vision is that it is highly optimized. Also it is available on various platforms.
OpenCV is totally free of cost. Since the Open Computer Vision library is written in C/C++, so it is quit fast. Now it can use along with Python. It needs less RAM for usage. Also it is of 60-70 MB in size. Computer Vision is portable because OpenCV can run on any device.
The algorithms in Open Computer Vision library can be used for different types of projects. OpenCV plays important role in real time computer vision projects.
Pantech eLearning Chennai is an Online Learning Service provider. We are offering projects on Open Computer Vision. Some of the topics we are offering are Advanced Driver Assistance System, Eyeball Movement Based Wheel Chair Control, Social Distance Monitoring System, Human Action Recognition, and many more. Certifications will also provide after the successful completion of the projects.
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Some of the common applications are,
Image Processing: It is a technique to perform some operations on an image, in order to get a better quality image or to extract some useful data from it.
Face Detection: A facial recognition system uses biometrics to map facial features from a photograph or video. The system compares the information collected with a database of known faces to find a match.
Object Detection: Object detection is also an Open Computer Vision technique which allows us to identify and locate objects in an image or video.