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Learn Python Image Processing by Making Instagram-Style Filters
Introduction
Introduction (3:22)
Project Files
Theory Basics
1-1 Images (7:45)
1-2 Matrices (9:10)
1-3 Matrix Addition and Subtraction (6:54)
1-4 Constraints on Matrix Addition and Subtraction (3:22)
1-5 VirtualBox (19:08)
1-6 Numpy Matrices (3:38)
1-7 Scalar Multiplication (7:23)
1-8 Numpy Matrix Operations (7:50)
1-9 OpenCV Basics (8:24)
1-10 Color Models (12:03)
1-11 Colorspace Conversion (5:59)
1-12 Brightness and Contrast (14:20)
1-13 Brightness and Contrast (6:57)
1-14 Kernels (8:24)
1-15 Intro to Convolution (9:21)
1-16 Convolution Example (9:18)
1-17 Convolution Detailed Example (8:34)
1-18 Convolution (6:32)
Application
2-1 Intro to App (2:04)
2-2 Main UI Loop (5:42)
2-3 UI (6:01)
2-4 Contrast and Brightness (8:48)
2-5 Filters (11:49)
2-6 Grayscale (7:53)
2-7 Saving Images (8:05)
Conclusion
Conclusion (2:14)
1-2 Matrices
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