Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

Grab it

Welcome to my OpenCV Tutorial. In this tutorial, we will learn OpenCV 3 with Python 3 on various platforms like Windows and Raspbian on Raspberry Pi 3. We will also learn to use various image capture devices like web camera and Pi Camera module.

Syllabus

Python IDE - Installing Anaconda (Windows) and Basic Conda commands.
Basics of SPYDER IDE for Python Programmers.
Installing OpenCV 3 for Python 3 on Windows.
Computer Vision with Python and OpenCV - Databases of Images for Computer Vision Programming.
Computer Vision with Python and OpenCV - Reading and Displaying images.
Computer Vision with Python and OpenCV - Image reading modes and Writing an image to disc.
Computer Vision with Python and OpenCV - Images, Numbers, and NumPy.
Computer Vision with Python and OpenCV - Drawing Geometric Shapes.
Computer Vision with Python and OpenCV - Mini Project: OpenCV BGR Palette with Trackbars.
Computer Vision with Python and OpenCV - Mini Project: Mouse Events and Interactive Drawing.
Computer Vision with Python and OpenCV - Installing and Updating matplotlib with conda.
Computer Vision with Python and OpenCV - Matplotlib and Colormaps.
Computer Vision with Python and OpenCV - Colorspaces.
Computer Vision with Python and OpenCV - Webcam Image Capture.
Computer Vision with Python and OpenCV - Live Video Feed Capture and Processing.
Computer Vision with Python and OpenCV - Webcam Resolution.
Computer Vision with Python and OpenCV - Webcam Video Recording to a file.
Computer Vision with Python and OpenCV - Video Player.
Computer Vision with Python and OpenCV - Object Tracking by Color.
Computer Vision with Python and OpenCV - Displaying Multiple Images with Matplotlib.
Computer Vision with Python and OpenCV - Arithmetic Operations on Images.
Computer Vision with Python and OpenCV - Blending and transitioning Images.
Computer Vision with Python and OpenCV - Trackbar Image Blending App.
Computer Vision with Python and OpenCV - Splitting and Merging channels of a color image.
Computer Vision with Python and OpenCV - Computing Negative of an Image.
Computer Vision with Python and OpenCV - Logical Operations on Images.
Computer Vision with Python and OpenCV - Scaling Operation on an Image.
Computer Vision with Python and OpenCV - Shifting or Translation Operation in Images.
Computer Vision with Python and OpenCV - Rotating an Image.
Computer Vision with Python and OpenCV - Rotation Effect on live Webcam Feed.
Computer Vision with Python and OpenCV - Affine Transformations.
Computer Vision with Python and OpenCV - Perspective Transform.
Computer Vision with Python and OpenCV - Thresholding and basic Segmentation.
Computer Vision with Python and OpenCV - Otsu's Binarization Thresholding.
Computer Vision with Python and OpenCV - Adaptive Thresholding.
Computer Vision with Python and OpenCV - Thresholding Live Webcam Feed.
Computer Vision with Python and OpenCV - Noise.
Computer Vision with Python and OpenCV - Kernel and Convolution.
Computer Vision with Python and OpenCV - Low Pass Filters.
Computer Vision with Python and OpenCV - Median Blur Filter.
Computer Vision with Python and OpenCV - High Pass Filters.
Computer Vision with Python and OpenCV - Canny Edge Detector.
Computer Vision with Python and OpenCV - Hough Line Transform on a Live Video.
Computer Vision with Python and OpenCV - Image Restoration by Inpainting.
Computer Vision with Python and OpenCV - Image Quantization with K Means Clustering.
Computer Vision with Python and OpenCV - Matplotlib Histograms.
Computer Vision with Python and OpenCV - NumPy Histograms.
Computer Vision with Python and OpenCV - Histograms.
Computer Vision with Python and OpenCV - Histogram Equalization.
Computer Vision with Python and OpenCV - Morphological Operations.
Computer Vision with Python and OpenCV - Finding and Drawing Contours.
Computer Vision with Python and OpenCV - Motion Tracking and Detection.
Computer Vision with Python and OpenCV - Max RGB Filter.