Master the art of computer vision and build powerful visual AI applications. This comprehensive course covers everything from fundamental image processing techniques to advanced deep learning models for object detection, image segmentation, and visual recognition tasks.
Learn to develop state-of-the-art computer vision systems using cutting-edge architectures like YOLO, R-CNN, and U-Net. Work on exciting projects including facial recognition, autonomous vehicle perception, medical image analysis, and augmented reality applications. Transform images and videos into actionable insights with professional-grade computer vision skills.
Image processing basics, filters, transformations, and feature extraction
Building and training convolutional neural networks for classification
YOLO, R-CNN, SSD, and modern object detection architectures
Semantic and instance segmentation with U-Net and Mask R-CNN
Facial recognition, pose estimation, and medical imaging
Video processing, action recognition, and production deployment