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GratisAI/Machine Learningintermediate

Computer Vision

Grasp a foundational understanding of computer vision, you'll explore the principles of image formation and filtering

2 semanasEN12 lecciones455 inscritos

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Computer Vision

Contenido del curso

1 modulos · 4 temas · 12 lecciones
01
Foundations of Computer VisionThis comprehensive course provides a foundational understanding of computer vision, covering everything from the basics of image formation and filtering to advanced topics in image analysis and machine learning techniques.
4 temas
Image Formation
3 lecciones
  • Pinhole Camera and Perspective ProjectionA focused lesson on Pinhole Camera and Perspective Projection with hands-on exercises and theory.
  • Lenses and ExposureA focused lesson on Lenses and Exposure with hands-on exercises and theory.
  • Pixels, Artifacts and CompressionA focused lesson on Pixels, Artifacts and Compression with hands-on exercises and theory.
Image Filtering
4 lecciones
  • Convolution and LTI SystemsA focused lesson on Convolution and LTI Systems with hands-on exercises and theory.
  • Space and Frequency AnalysisA focused lesson on Space and Frequency Analysis with hands-on exercises and theory.
  • Pyramids and Multi-scaleA focused lesson on Pyramids and Multi-scale with hands-on exercises and theory.
  • Feature Detection and DescriptorsA focused lesson on Feature Detection and Descriptors with hands-on exercises and theory.
Image Analysis
3 lecciones
  • Motion and TrackingA focused lesson on Motion and Tracking with hands-on exercises and theory.
  • Stereo and Epipolar GeometryA focused lesson on Stereo and Epipolar Geometry with hands-on exercises and theory.
  • Image StitchingA focused lesson on Image Stitching with hands-on exercises and theory.
Image Understanding
2 lecciones
  • Feature Matching and RANSACA focused lesson on Feature Matching and RANSAC with hands-on exercises and theory.
  • Supervised and Unsupervised LearningA focused lesson on Supervised and Unsupervised Learning with hands-on exercises and theory.

Ruta de habilidades

AI/Machine Learning

AI/Machine Learning

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