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freeCodeCamp

OpenCV Course - Full Tutorial with Python

via freeCodeCamp

Overview

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Videotutorial completo de OpenCV con Python que parte de la instalación de OpenCV y Caer y avanza por la lectura de imágenes y vídeo, el redimensionado de fotogramas, el dibujo de formas y texto, las transformaciones de imagen, la detección de contornos, los espacios y canales de color, el desenfoque, las operaciones bitwise, el enmascaramiento, el cálculo de histogramas, la binarización, la detección de bordes y, finalmente, la detección de rostros con Haar cascades, el reconocimiento facial con el reconocedor integrado y un proyecto de visión por computador profunda con personajes de Los Simpson. Dirigido a quienes programan en Python y se inician en la visión por computador.

Syllabus

Introduction.
Installing OpenCV and Caer.
Reading Images & Video.
Resizing and Rescaling Frames.
Drawing Shapes & Putting Text.
5 Essential Functions in OpenCV.
Image Transformations.
Contour Detection.
Color Spaces.
Color Channels.
Blurring.
BITWISE operations.
Masking.
Histogram Computation.
Thresholding/Binarizing Images.
Edge Detection.
Face Detection with Haar Cascades.
Face Recognition with OpenCV's built-in recognizer.
Deep Computer Vision: The Simpsons.

Taught by

freeCodeCamp.org

Reviews

4.5 rating, based on 6 Class Central reviews

Start your review of OpenCV Course - Full Tutorial with Python

  • Anonymous
    uiyiyokthjghjkl,mjjfjfhwb fjwlfndfhfsdfujfv;ifjwplfj g egjelkgjldhbdfhrhjyjtyj trhtrhtrgerwg rgrhjth th rhtrh hbngn geg
  • Profile image for Zefanya Frandita Situmorang
    Zefanya Frandita Situmorang
    The course covered a wide range of topics, from basic image processing to more advanced computer vision techniques. The instructor explained concepts clearly, and the hands-on exercises were both challenging and rewarding. One of the highlights of…
  • Profile image for Abdullah Hamid
    Abdullah Hamid
    I really enjoyed the course which helped me build great and strong basis for my image processing journey using Open-CV using python and tensor flow.
  • Ojas Kudari
    best for beginners and people who dont know what image processing is,would have loved a segment about the further streams and channnels to pursue
  • Nimrita
    This is a very nice and complete course on OpenCV using Python. I really liked the projects which are the part of this course.
  • Profile image for Vedik Sevak
    Vedik Sevak
    Amazing knowledge , loved to learn from here ! 😍 , it was very greatful to get free this course, thanku ❤️🙏🏻

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