Location

Community Services & Continuing Education - Cairo

Objectives

• 1- Know the basics of machine learning2- Know the basics of deep learning3- Know how to build a CNN structure for custom data4- Knowing how to detect and divide objects

Outcomes

1- The trainee should be able to name and comment on the assigned data sets2- The trainee should be able to extract frames from video clips using automated tools3- The trainee must be able to detect objects and divide them4- The trainee must have knowledge of the basics of machine learning5- The trainee should be able to build a CNN structure for custom data

Course Contents

1- An overview of artificial intelligence2- Python libraries and data science3- Basics of machine learning4- Basics of deep learning5- Convolutional neural network6- Build a CNN architecture for custom data7- Detecting and dividing objects8- A pre-trained computer vision model with mask-RCNN9- Naming and commenting on custom data sets10- Extract frames from video clips using automated tools