Python for Computer Vision with OpenCV and Deep Learning

Description

In this course, you will :

• 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..