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OpenCV Tutorial - Develop Computer Vision Apps in the Cloud With Python

via freeCodeCamp


Learn how to develop computer vision applications in the cloud using Python and OpenCV. This course will teach you how to work with image properties, perform edge detection, manipulate images, and draw shapes and text. You will also learn about color detection, face detection, and shape detection through intermediate exercises. The course includes projects on ball tracking and face recognition. The teaching method involves hands-on coding in Google Colab, incorporating AI and machine learning techniques. This course is intended for individuals interested in computer vision, image processing, and machine learning, with a focus on practical application in the cloud environment.


Lesson 1: Changing color profiles in an image.
Image Properties.
Lesson 2: Edge Detection.
Erosion and Dilation.
Lesson 3: Image Manipulation-Noise Removal.
Lesson 4: Drawing Shapes and Writing Text on Images.
Intermediate Exercise 1: Color Detection.
Intermediate Exercise 2: Face Detection.
Intermediate Exercise 3: Shape Detection.
Project 1: Ball Tracking.
Project 2: Face Recognition.

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