Ementorhub

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

Applied Machine Learning

Deep Learning

Image Analysis

Machine Learning

Matlab

Data Validation

Visualization (Computer Graphics)

Medical Imaging

Computer Vision

Feature Engineering

Motion Graphics

Machine Learning Algorithms

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