Completed
#2 OPENCV - PYTHON | AI vs ML vs DL vs Computer Vision | Components of CV| Important for Interview
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
OpenCV - Python
Automatically move to the next video in the Classroom when playback concludes
- 1 #1 OPENCV - PYTHON | 0 to 1 | Intro | Why this course | Doubts Redressal | Job | Don't Skip !
- 2 #2 OPENCV - PYTHON | AI vs ML vs DL vs Computer Vision | Components of CV| Important for Interview
- 3 #3 OPENCV - PYTHON | Opencv and its MODULES | 97% people don't know
- 4 #4 OPENCV - PYTHON | COMPUTER VISION Applications | Libraries for software development | Must Know !
- 5 #5 OPENCV - PYTHON | Image Basics | RGB Color Model | Pixel | Channels | Image Storage | IMPORTANT
- 6 #6 OPENCV - PYTHON | Color Space and their utility | RGB | YCrCb | HSV | CMYK | Most queried
- 7 #7 OPENCV - PYTHON | Numpy-1 | Datatypes | NDArray and attributes | Numpy Algebra | Scalar Operation
- 8 #8 OPENCV - PYTHON | Numpy-2 | Indexing | Delete, append array| Ravel and Flatten | NDArray to Image
- 9 #9 OPENCV - PYTHON | Virtual Environment (window + Ubuntu) INSTALL and USAGE | sys.argv Argument
- 10 #10 OPENCV - PYTHON | Image, Video Read/Write | Webcam | Properties, codecs | Live example with CODE
- 11 Computer Vision Project | PYTHON-OPENCV Project | Reverse Video in 5 min | Code and Explanation
- 12 #12 OPENCV-PYTHON | Lines, Shapes, Polygons, Text | Aliasing in OpenCV | Figure and text in opencv
- 13 Computer Vision Project | Analog Clock using OPENCV-PYTHON | Mathematical Project | Full Explained
- 14 #14 OPENCV - PYTHON | Rotation, Translation, Scaling | Interpolation and Transformation Matrix
- 15 #15 OPENCV - PYTHON | Geometric Transformations | Euclidean, Affine, Projective | Mathematics + CODE
- 16 #16 OPENCV - PYTHON | Convolutions | High & low pass FILTERING | Maths Averaging Blur | MOTION BLUR
- 17 #17 OPENCV-PYTHON | Image Sharpening, Noise Reduction, Blur | Gaussian, Median, Bilateral FILTERING
- 18 Computer Vision Project | PHOTO to WATER COLOR ART using OPENCV-PYTHON with CODE | Explanation
- 19 #19 OPENCV-PYTHON | Mouse events and Trackbars | OpenCV GUI | Mini Paint Application | Mouse Drawing
- 20 #20 OPENCV - PYTHON | Sobel, Scharr, Laplacian edge detection | High Pass Filters | Image Gradients
- 21 #21 OPENCV - PYTHON | Canny Edge Detection EXPLAINED | Coding SOBEL, LAPLACIAN and CANNY Filters
- 22 #22 OPENCV - PYTHON | Vignette Effect Explained with Mathematics | Gaussian Kernel & Deviation
- 23 #23 OPENCV - PYTHON | Morphological Operations | Dilation, Erosion, Opening, Closing, Top-Black Hat
- 24 #24 OPENCV-PYTHON | Bitwise Operations | AND, OR, XOR, NOT with Images | Image BITWISE Masking
- 25 #25 OPENCV - PYTHON | Image Histogram Equalization | Gray & Color Histograms | Brightness & Contrast
- 26 #26 OPENCV - PYTHON | Adaptive Histogram Equalization | AHE & CLAHE | Coding + Demo | AHE drawbacks
- 27 #27 OPENCV - PYTHON | Image Thresholding | Global + Adaptive | ADAPTIVE MEAN & GAUSSIAN | Variants
- 28 #28 OPENCV-PYTHON | OTSU and TRIANGLE Thresholding | Full Mathematics + CODE Explained | Important !
