Embark on a comprehensive 6-hour course covering computer vision using OpenCV with Python, delivered in both Hindi and English. Gain hands-on experience with theory and practical applications, focusing on professional OpenCV expertise and deep computer vision concepts. Learn to develop computer vision projects, understand library development, and acquire knowledge that sets you apart in the field. Master image basics, color spaces, NumPy operations, virtual environments, image and video processing, geometric transformations, filtering techniques, edge detection, morphological operations, and various thresholding methods. Benefit from free doubt resolution sessions and prepare to excel in computer vision job interviews and internships.
Overview
Syllabus
#1 OPENCV - PYTHON | 0 to 1 | Intro | Why this course | Doubts Redressal | Job | Don't Skip !.
#2 OPENCV - PYTHON | AI vs ML vs DL vs Computer Vision | Components of CV| Important for Interview.
#3 OPENCV - PYTHON | Opencv and its MODULES | 97% people don't know.
#4 OPENCV - PYTHON | COMPUTER VISION Applications | Libraries for software development | Must Know !.
#5 OPENCV - PYTHON | Image Basics | RGB Color Model | Pixel | Channels | Image Storage | IMPORTANT.
#6 OPENCV - PYTHON | Color Space and their utility | RGB | YCrCb | HSV | CMYK | Most queried.
#7 OPENCV - PYTHON | Numpy-1 | Datatypes | NDArray and attributes | Numpy Algebra | Scalar Operation.
#8 OPENCV - PYTHON | Numpy-2 | Indexing | Delete, append array| Ravel and Flatten | NDArray to Image.
#9 OPENCV - PYTHON | Virtual Environment (window + Ubuntu) INSTALL and USAGE | sys.argv Argument.
#10 OPENCV - PYTHON | Image, Video Read/Write | Webcam | Properties, codecs | Live example with CODE.
Computer Vision Project | PYTHON-OPENCV Project | Reverse Video in 5 min | Code and Explanation.
#12 OPENCV-PYTHON | Lines, Shapes, Polygons, Text | Aliasing in OpenCV | Figure and text in opencv.
Computer Vision Project | Analog Clock using OPENCV-PYTHON | Mathematical Project | Full Explained.
#14 OPENCV - PYTHON | Rotation, Translation, Scaling | Interpolation and Transformation Matrix.
#15 OPENCV - PYTHON | Geometric Transformations | Euclidean, Affine, Projective | Mathematics + CODE.
#16 OPENCV - PYTHON | Convolutions | High & low pass FILTERING | Maths Averaging Blur | MOTION BLUR.
#17 OPENCV-PYTHON | Image Sharpening, Noise Reduction, Blur | Gaussian, Median, Bilateral FILTERING.
Computer Vision Project | PHOTO to WATER COLOR ART using OPENCV-PYTHON with CODE | Explanation.
#19 OPENCV-PYTHON | Mouse events and Trackbars | OpenCV GUI | Mini Paint Application | Mouse Drawing.
#20 OPENCV - PYTHON | Sobel, Scharr, Laplacian edge detection | High Pass Filters | Image Gradients.
#21 OPENCV - PYTHON | Canny Edge Detection EXPLAINED | Coding SOBEL, LAPLACIAN and CANNY Filters.
#22 OPENCV - PYTHON | Vignette Effect Explained with Mathematics | Gaussian Kernel & Deviation.
#23 OPENCV - PYTHON | Morphological Operations | Dilation, Erosion, Opening, Closing, Top-Black Hat.
#24 OPENCV-PYTHON | Bitwise Operations | AND, OR, XOR, NOT with Images | Image BITWISE Masking.
#25 OPENCV - PYTHON | Image Histogram Equalization | Gray & Color Histograms | Brightness & Contrast.
#26 OPENCV - PYTHON | Adaptive Histogram Equalization | AHE & CLAHE | Coding + Demo | AHE drawbacks.
#27 OPENCV - PYTHON | Image Thresholding | Global + Adaptive | ADAPTIVE MEAN & GAUSSIAN | Variants.
#28 OPENCV-PYTHON | OTSU and TRIANGLE Thresholding | Full Mathematics + CODE Explained | Important !.
Taught by
Aryan verma
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