Postgraduate Certificate in Deep Learning Algorithms in Computer Vision
-- ViewingNowPostgraduate Certificate in Deep Learning Algorithms in Computer Vision This certificate course is designed to provide learners with a comprehensive understanding of deep learning algorithms in computer vision. It is essential for those seeking to stay updated with the latest advancements in artificial intelligence and machine learning.
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โข Introduction to Deep Learning
โข Computer Vision Fundamentals
โข Convolutional Neural Networks (CNNs)
โข Advanced CNN Architectures: ResNet, Inception, DenseNet
โข Object Detection and Recognition: R-CNN, Fast R-CNN, YOLO, SSD
โข Semantic and Instance Segmentation: Mask R-CNN, FCN, U-Net
โข Deep Learning for 3D Vision: Voxel-based and Point-based Methods
โข Deep Learning for Video Analysis: 3D CNNs, Tubelets, Flow-based Methods
โข Generative Models for Deep Learning: GANs, VAEs, Normalizing Flows
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