OpenCV. Curso de OpenCV para visión por ordenador con Python

via Udemy

Go to Course: https://www.udemy.com/course/vision-por-ordenador-python-opencv/

Introduction

Certainly! Here's a comprehensive review and recommendation for the Coursera course on OpenCV with Python: --- **Course Review: OpenCV with Python for Computer Vision Beginners** If you're interested in diving into the world of computer vision and image processing using Python, this beginner-friendly course on Coursera offers a solid foundation to start your journey. Designed for those with basic programming knowledge, particularly in Python, the course covers essential topics in image and video processing, object detection, and facial recognition. ### Course Overview: The course takes you through the core concepts of OpenCV, a widely used open-source computer vision library, in a structured manner. Starting with the basics of manipulating images as arrays in Python, you will quickly progress to more advanced topics like image manipulation, drawing, and processing techniques. ### What You Will Learn: - **Fundamentals of NumPy and Image Arrays**: Understanding how images are represented as arrays makes manipulating photos more intuitive. - **OpenCV Installation & Basic Operations**: Learn how to set up OpenCV and perform basic operations like opening images, drawing shapes, adding text, and mouse interactions. - **Image Processing Techniques**: Master color mapping, conversions, image blending, creating binary images, applying gradients, and contours. - **Video Processing**: Capture video from your webcam, record videos, and draw on videos in real-time. - **Object Detection & Face Recognition**: Detect specific objects, corners, contours, and faces within images and videos using various OpenCV techniques. ### Why This Course Is Recommended: - **Hands-On Approach**: The course emphasizes practical skills, guiding you step-by-step through programming exercises, making complex concepts accessible. - **Comprehensive Content**: Covering a wide range of topics from basic image handling to sophisticated object and face detection, it is suitable for beginners aiming for a well-rounded introduction. - **Learn by Doing**: Projects such as recording videos, detecting faces in videos, and drawing functionalities ensure you gain real-world experience. ### Who Should Enroll? - Beginners interested in computer vision, machine learning, or AI development. - Developers looking to add image and video processing capabilities to their applications. - Students and hobbyists eager to start exploring facial recognition and object detection. ### Final Verdict: This course is an excellent starting point for anyone new to computer vision with Python. Its practical approach makes complex topics understandable, and the breadth of covered topics provides a strong foundation to build upon for more advanced projects. --- **Get ready to unlock the exciting world of computer vision with open-source tools! Enroll today to enhance your programming skills and start creating intelligent applications.** --- Would you like a link to the course or helpful resources to complement your learning?

Overview

En este curso básico de OpenCV con Python, aprenderás a realizar programas de visión por ordenador, como por ejemplo, grabar un video con tu videocamara del ordenador y detectar tu cara en movimiento dentro del video.Estos son los temas principales del cursoNumpy en Python Arrays en Python Imágenes como arrays en PythonImágenes con OpenCV y Python Introducción a OpenCV Instalación de OpenCV Abrir una imagen Manipulación de imágenes Dibujar figuras en imágenes Escribir textos en imágenes Dibujar con el ratón en una imagenProcesamiento de imágenes Mapeo de colores Conversiones de colores Mezclar imágenes Espacios de colores Mezclar 2 imágenes con distinto tamaño Crear imágenes binarias Mostrar una imagen en varios tamaños Gradientes y contornos de una imagen Efectos de erosión y eliminación del ruido Histogramas de los colores de una imagenVídeos con Python y OpenCV Conectarse a la cámara web y grabar un video Leer archivo de vídeo Dibujando en un vídeoDetección de objetos con OpenCV y Python Detección de un objeto por emparejamiento de imágenes Detector de esquinas Detector del contorno de una imagen Detección de imágenes por características Detección de una cara en una imagen Identificar una cara dentro de un video

Skills

Reviews