Python for Computer Vision with OpenCV and Deep Learning

Learn the latest techniques in computer vision with Python , OpenCV , and Deep Learning!

Created by: Jose Portilla
Head of Data Science at Pierian Training

Created by: Pierian Training
Data Science and Machine Learning Training

What Will I Learn?

• Understand basics of NumPy
• Manipulate and open Images with NumPy
• Use OpenCV to work with image files
• Use Python and OpenCV to draw shapes on images and videos
• Perform image manipulation with OpenCV, including smoothing, blurring, thresholding, and morphological operations.
• Create Color Histograms with OpenCV
• Open and Stream video with Python and OpenCV
• Detect Objects, including corner, edge, and grid detection techniques with OpenCV and Python
• Create Face Detection Software
• Segment Images with the Watershed Algorithm
• Track Objects in Video
• Use Python and Deep Learning to build image classifiers
• Work with Tensorflow, Keras, and Python to train on your own custom images.

Requirements

• Must have clear understanding of Python Basics
• Windows 10 or MacOS or Ubuntu
• Must have Install Permissions on Computer
• WebCam if you want to learn the video streaming content

Target audience

• Python Developers interested in Computer Vision and Deep Learning. This course is not for complete python beginners.