Computer Vision with OpenCV Python A-Z and Deep Learning, YOLO Object detection, Real time Projects etc.| OpenCV Python
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 CourseIn 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
