Masterclass Certificate in Image Segmentation for a Competitive Edge
-- ViewingNowThe Masterclass Certificate in Image Segmentation for a Competitive Edge is a comprehensive course designed to provide learners with essential skills in image segmentation, a critical area of computer vision and image processing. This course covers various image segmentation techniques, including thresholding, edge detection, region growing, and deep learning-based methods.
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โข Introduction to Image Segmentation
โข Understanding Pixel and Image Properties
โข Image Pre-processing Techniques
โข Segmentation Algorithms: Thresholding and Edge Detection
โข Region-based Image Segmentation: Split and Merge, Watershed
โข Machine Learning-based Image Segmentation: K-means, Random Forests
โข Deep Learning-based Image Segmentation: U-Net, Mask R-CNN
โข Performance Evaluation Metrics for Image Segmentation
โข Real-world Applications and Case Studies of Image Segmentation
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