• Working Professional

• Introduction to image processing
  • What is an image?
  • How computer sees an image?
  • What is image processing?
  • Why  is  it  required?
  • Where is it used?
  • Why industry is after image processing?
  • What are the problems in image processing?
• Introduction to opencv
  • what is opencv
  • Opencv fundamentals
  • Installing opencv
  • Modules, users and applications
• Image basics in opencv
  • Reading and writing images
  • Concepts of pixels, colors, color spaces and channels
  • Coordinate system in opencv
  • Accessing and manipulating pixels
• Video basics in opencv
  • Reading video from camera
  • Processing video
  • Calculating fps
  • Writing video to a file
  • Playing with video capture properties
• Drawing shapes
  • Basic shapes: lines, rectangle, circle
  • Complex shapes: clip lines, arrows, polygons
  • Shift parameters
  • Linetypes
  • Writing text
  • Advanced drawing
• Image processing techniques
  • Scaling image
  • Translating image
  • Rotating image
  • Converting imaget to gray scale
  • Affine transformation
  • Perspective transformation
  • Cropping an image
• Image filtering
  • Smoothing images
  • Sharpening images
  • Cartoonized image
• Arithmatic with images
  • Saturation
  • Image addition and subtractions
  • Image blending
  • Bitwise opertions
• Morphological transformations
  • Dilation
  • Erosion
  • Opening
  • Closing
  • Gradient
• Image histograms
  • Constructing and building histograms
  • Grayscale histogram
  • Color histogram
  • Custome visualizations
  • histogram equilization
• Thresholding techiniques
  • Thresholing basics
  • Simple thresholding
  • Adaptive thresholding
• Contours
  • Detection, filtering and drawing
  • Compressing contours
  • Image moments
• Feature detection
  • Eyes detection and tracking
  • Detecting facial landmarks
  • Face detection, tracking

• Must know python
• Must know numpy
• Must know how to install packages

• This is not a DSP workshop so algorithms will not be discussed here

The amount of learning in 2 days from OpenCV perspective with respective to image processing was very extensive and in-depth. - Kindly, continue the good work. 

The webinar for OpenCV was excellent and I really learned a lot of things in these 2-day sessions. Amit Sir started the sessions from very basic things like Pixels and gradually took us to the positions where we can easily understand difficult points like Convolutions and Face Recognition. He gave us a clear idea about what is the start and what is the end of OpenCV and what would be the next step in further advancements. So thanks a lot Amit Sir for such a great session. I would also like to thank Sunbeam Institutes for arranging such webinars and looking forward to enroll for more like ML and AI.

I have always enjoyed learning from Amit sir since I was a PG-DESD student at Sunbeam. I'm super impressed by his way of teaching each and every concept using diagrams. The depth of knowledge he possesses is incredible. The course content of the OpenCV workshop covered all the essentials I was looking for. Considering the time frame given, Amit sir has given his best to convey everything he could to help the students get started with OpenCV on their own.