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This Python tutorial demonstrates image segmentation using MediaPipe's DeepLabV3 model in just 12 minutes. Learn to load images, segment them into foreground and background, and apply effects like background blurring with OpenCV and NumPy. Master techniques for loading and displaying images with OpenCV, implementing MediaPipe for semantic segmentation, generating segmentation masks, and blurring backgrounds while keeping segmented objects sharp. The tutorial is organized into three main sections: introduction and demo, installation instructions, and hands-on coding. Access the complete code through the provided link and explore additional computer vision and image segmentation tutorials through the author's blog and YouTube playlists.
Syllabus
00:00 Introduction and Demo
02:30 Installation
05:13 Coding
Taught by
Eran Feit