Complete Python Based Image Processing and Computer Vision

Computer Vision Python : Image Recognition & Manipulation : Deep Learning Computer Vision Python : Image Analysis Python

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• Install and Get Started With the Python Data Science Environment- Jupyter/iPython
• Read In Image Data Into The Jupiter/iPython Environment
• Carry Out Basic Image Pre-processing & Computer Vision Tasks With python
• Implement Unsupervised Learning Algorithms (such as PCA) on Image Data
• Implement Common machine learning Algorithms on Image Classification
• Implment Deep learning Algorithms on Imagery Data
• Learn To get Started With Tensorflow and Keras For Image processing With deep learning

Requirements

• The Ability To Install the Anaconda Environment On Your Computer/Laptop
• Know how to install and load packages in Anaconda
• Interest in Learning to Process Image Data
• Prior Exposure to Python Programming or Python Data Science Applications Will be Useful

Target audience

• Students Interested In Getting Started With Image Processing and Computer Vision Applications In The Jupyter Environment
• Students Interested in Learning About the Theoretical Underpinnings of Image Processing and Computer Vision in a Jargon Free Manner.
• Students Interested in Learning the Practical Implementation of Common Image Processing and Computer Vision Tasks in Python
• Students Interested in Implementing Machine Learning Algorithms on Real Life Image Data
• Students Interested in getting Started With Tensorflow and Keras for Deep learning Applications
• Students Interested in Deploying Tensorflow and Keras For On Real Life Image Data
• Students Interested in Harnessing Transfer Learning For Their Own Image Analysis Projects