Enter the fascinating world of computer vision and learn to build AI systems that can see, understand, and interpret visual information. This advanced course covers the complete spectrum of computer vision technologies, from basic image processing to sophisticated deep learning applications.
You'll master image classification, object detection, semantic segmentation, and face recognition. Learn to work with popular frameworks like OpenCV, and build production-ready computer vision applications for real-world scenarios including autonomous vehicles, medical imaging, and security systems.
Master fundamental techniques including filtering, edge detection, and image transformations.
Build systems using YOLO, R-CNN, and SSD architectures for real-time object detection.
Learn semantic and instance segmentation techniques for precise pixel-level classification.
Develop facial detection and recognition systems for security and authentication applications.
Work with video streams for motion detection, tracking, and action recognition.
Build complete applications including autonomous navigation and medical image analysis systems.