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Create a Raspberri Pi Smart Security Camera with Python
Introduction
Intro
Project Files
Image Processing Basics
1-1 Images
1-2 Matrices
1-3 Matrix Addition and Subtraction
1-4 Constraints on Matrix Addition and Subtraction
1-5 VirtualBox
1-6 Numpy Matrices
1-7 Scalar Multiplication
1-8 Numpy Matrix Operations
1-9 OpenCV Basics
1-10 Color Models
1-11 Colorspace Conversion
1-12 Brightness and Contrast
1-13 Brightness and Contrast
1-14 Kernels
1-15 Intro to Convolution
1-16 Convolution Example
1-17 Convolution Detailed Example
1-18 Convolution
Security Camera
1-1 Summation Notation
1-2 Numpy Matrix Elements Sum
1-3 L1 Norm
1-4 Numpy L1 Norm
1-5 Sum of Squared Errors
1-6 Numpy Sum of Squared Errors
1-7 Mean Squared Error
1-8 Numpy Mean Squared Error
1-9 Structural Similarity
1-10 Comparison of MSE and SSIM
Raspberri Pi
2-1 Raspberry Pi
2-2 Handling Videos in OpenCV
2-3 Frame-by-frame Security Camera
2-4 Improved Security Camera
2-5 Twilio
2-6 Security Camera Notification with Twilio
Conclusion
Conclusion
1-14 Kernels
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