GratisAI/Machine Learningintermediate

Computer Vision

Name: Computer Vision
Availability: InStock

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

2 semanasEN12 lecciones488 inscritos

Curado de YouTube

Este curso fue seleccionado a mano de YouTube por nuestros expertos y organizado en un plan de estudios estructurado paso a paso.

Iniciarcursogratis

Contenido del curso

1 modulos · 4 temas · 12 lecciones

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

Multiplica tu productividad como desarrollador utilizando flujos de codificación de IA autónomos y LLMs. Domina herramientas líderes como Cursor, Claude Code y Windsurf.