Open Source Computer Vision Library (OpenCV) is a popular, Open Source library that developers can use to build computer vision applications. It provides a set of tools and functions that can help you with tasks handling images and videos.
Here are some of the benefits of using OpenCV:
Ease of Use: OpenCV comes with pre-built functions for common tasks such as reading, displaying, and processing images and videos. This saves time compared to needing to cover absolutely every detail when writing an algorithm.
Image Processing: You can perform operations such as changing colors, applying filters, resizing, rotating, and make other transformations to images with minimal coding effort.
Video Handling: Developers can use OpenCV to capture, modify, and analyze video frames, making it ideal for creating applications such as video surveillance or video editing tools.
Computer Vision Algorithms: OpenCV includes built-in algorithms for complex tasks such as:
Machine Learning: OpenCV includes modules for training models using basic machine learning algorithms, which can be applied for pattern recognition and data analysis in visual data.
Community and Resources: As OpenCV is Open Source and widely adopted, there is a large community of developers both contributing to, and supporting, OpenCV. This makes it easier to find tutorials, documentation, and answers to questions, as there are many resources available.
MSVC (Microsoft Visual C++) and Clang are both compilers that are available for developers building Windows on Arm applications.
MSVC: Developed by Microsoft, MSVC is a compiler that is part of the Visual Studio IDE. It is designed specifically for Windows, and integrates well with the Windows development ecosystem. MSVC is ideal for Windows-focused projects requiring seamless integration with Visual Studio.
Clang: Part of the LLVM project, Clang is an Open Source compiler that is known for its modern design and cross-platform capabilities. Clang is better suited to cross-platform projects, or when using modern C++ features.