28 Ocak 2018 Pazar

Learn Computer Vision with OpenCV and Python

I have prepared a course to teach computer vision & image processing from scratch. In this course, you will find special examples beside the fundamental topics. I preferred to use OpenCV which is an open source computer vision library used and supported by many people!. And I have used OpenCV with Python, because Python allows us to focus on the problem easily without spending time for programming syntax/complex codes.

Note: Below you can find some figures/videos about the lectures. Also new videos will be added and course content will expand

Coupon Codes : CV2019 (**for discount**)

You will learn the topics:
  • The key concepts of computer Vision & OpenCV
  • Basic operations: histogram equalization,thresholding, convolution, edge detection, sharpening ,morphological operations, image pyramids.
  • Keypoints and key point matching

  • Special App : mini game by using key points
  • Image segmentation: segmentation and contours, contour properties, line detection, circle detection, blob detection, watershed segmentation.
  • Special App: People counter 

  • Object tracking:Tracking APIs, Filtering by Color.

  • Special App: Tracking of moving objectT
  • Object detection: haarcascade face and eye detection, HOG pedestrian detection

  • Object detection with Deep Learning

  • Create dataset, Train and Test Deep Learning Model

  • Facial Landmark smiling detection

  • Facial Landmark sleeping detection

  • Missing and abandoned object detection

  • Soccer players detection

  • Deep learning based object detection API with Flask

  • Search object with sliding window and eliminate overlapping bounding boxes

  • Learn how to code to play dino runner with your hand movements

  • Head angle detection

  • Detect if you are wearing a hat or not!

  • Skin detection

3 yorum:

  1. Computer vision Computer vision allows machines to interpret and understand visual inputs, giving them the power of sight. In this blog post we will explore how this artificial intelligence capability works and real-world applications across industries. Additionally, by showcasing the inner workings and wide-ranging uses of computer vision, this blog provides a comprehensive yet concise overview of this transformative technology.