Certificate in Image Segmentation for Visual Thinkers
-- ViewingNowThe Certificate in Image Segmentation for Visual Thinkers is a comprehensive course designed to equip learners with essential skills in image segmentation. This course is crucial in today's technology-driven world, where visual data is abundant and analyzing it effectively is paramount.
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โข Introduction to Image Segmentation
โข Understanding Pixels and Image Grids
โข Image Processing Techniques
โข Color Spaces and Color Models
โข Segmentation Algorithms: Thresholding, Edge Detection, Region Growing
โข Implementing K-Means Clustering for Image Segmentation
โข Watershed Transformation in Image Segmentation
โข Graph-based Image Segmentation
โข Deep Learning-based Image Segmentation: U-Net, Mask R-CNN, FCN
โข Evaluation Metrics for Image Segmentation: Pixel Accuracy, Intersection over Union, Dice Coefficient
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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