Computer Vision for Engineering and Science Specialization

Quickly gain skills in Computer Vision. Learn essential computer vision skills like aligning images, detecting objects, and tracking motion

Instructors: Amanda Wang +4 more

What you'll learn

  •   Use a variety of algorithms to detect & match image features & perform image registration
  •   Train image classification & detection models using traditional image features
  •   Perform multi-object tracking to count, track, & determine the direction of objects in video files
  •   Use deep learning models such as YOLO to perform object detection & compare their size and speed
  • Skills you'll gain

  •   Matlab
  •   Image Analysis
  •   Motion Graphics
  •   Machine Learning
  •   Medical Imaging
  •   Visualization (Computer Graphics)
  •   Feature Engineering
  •   Computer Vision
  •   Applied Machine Learning
  •   Data Mapping
  •   Machine Learning Algorithms
  •   Geometric Dimensioning And Tolerancing
  • Specialization - 3 course series

    In course 1, you will stitch together images from the Mars Curiosity Rover. In course 2, you will train machine learning models to classify traffic signs and detect them in images and video. In course 3, you will use deep learning models to detect objects. You will also apply optical flow to detect moving objects and apply tracking algorithms to track objects as they move in a video.

    Machine Learning for Computer Vision

    Object Tracking and Motion Detection with Computer Vision

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