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OpenCV with GPU in Python
Introduction
OpenCV GPU Intro (3:05)
Why and when do we need the GPU? (8:15)
OpenCV Installation with GPU
Prerequisites (2:07)
Installation (9:57)
Basic Operations on the GPU
GPU vs CPU - Speed and Performance (10:35)
Data Transfer (6:28)
Streams (6:35)
Matrix Operations (12:00)
Image Filtering
Image Blurring and Smoothing (15:08)
Feature Detection and Description
Feature Detection (7:29)
Feature Matching (11:58)
Image Warping
Upsampling and Downsampling (5:12)
Image Transformations / Warping (8:46)
Background Subtraction
Background Subtraction - MOG (6:59)
Stereo Vision and Depth Maps
Depth Maps from Stereo Images (13:01)
Object Detection
Histogram of Oriented Gradients (7:46)
OpenCV Numpy and CuPy Interface
Intro to CuPy (7:28)
Custom Cuda Kernels (7:33)
OpenCV Cuda Interface (12:31)
End of Course
Summary (2:54)
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