MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 33 lectures (4h 28m) | Size: 1.28 GB
Computer Vision with OpenCV Python A-Z and Deep Learning, YOLO Object detection, Real time Projects etc
What you’ll learn:
Importance of Computer Vision (CV) and its working
How to work with OpenCV Python and Different Image Operations
Perform image manipulation with OpenCV, including smoothing, blurring, thresholding,
Face Detection from Images
Face Detection from Real time Video
Requirements
Beginner Python developers curious about Computer Vision
Description
Welcome to Computer Vision OpenCV Python Course
In this course you will learn computer vision from scratch to expert level.
Course includes-
The introduction and importance of Computer Vision (CV).
Difference between Image Processing and Computer Vision
Introduction and Installation to OpenCV Python
Working of OpenCV
How to work in google colab
Image Operations like Load, Display,Save,Resize and Color Changing using OpenCV Python
Draw rectangle using opencv
Drawing Functions in OpenCV Python- Line, Rectangle, Circle , Ellipse , Polygon and PutText
Face Detection in an image using OpenCV
Display only face of the image
Detect and display the largest face in image
Count no. of faces using OpenCV
How to take a picture from live web cam using OpenCV – Video Processing
Capturing frame by frame images from camera using OpenCV – Video Processing.
Play Video from a file in OpenCV – Video Processing
Saving a Video using OpenCV – Video Processing
Gaussian Blur in OpenCV.
Find Contours in an image using OpenCV
Find Threshold in images using OpenCV
Display edges of an image using canny edge detection in OpenCV
Project – FACE EYE NOSE detection
COVID 19 PROJECT-Check whether Social Distancing is followed or not in CCTV
Project-Finding out traffic density by detecting cars in the images.
Project – Driver drowsiness detection using OpenCV
Project – Object detection using YOLO v3
Project – Social Distancing Detection using Python |Machine Learning | Deep Learning | OpenCV | YOLO
Project – Object detection using YOLO v4 in google colab
Project – Face Recognition
Who this course is for
Understanding of the Python Programming Language
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