role of image processing libraries like OpenCV?
Image processing libraries like OpenCV provide tools and functions for analyzing, manipulating, and processing images and video. They enable tasks such as:
- **Image Filtering**: Applying filters to enhance or modify images.
- **Feature Detection**: Identifying and extracting features like edges, corners, and objects.
- **Object Recognition**: Detecting and classifying objects within images.
- **Image Transformation**: Performing operations like scaling, rotation, and translation.
- **Image Segmentation**: Dividing images into regions or segments for analysis.
- **Video Processing**: Handling video streams for tasks like object tracking and real-time analysis.
OpenCV (Open Source Computer Vision Library) is widely used in fields such as computer vision, robotics, and machine learning to develop applications that require advanced image processing capabilities.