Instructor(s): Sruti Das Choudhury
Offered: Spring 2022 Pre-session mini-course
Number of Credit Hours: 2
Cross-listings: None
Prerequisites: None
Description: Learn CV and AI techniques to apply in your own projects in any discipline!! Get a taste of data science and Matlab programming to create your own App!
Learning Outcomes/Course Objectives
- A taxonomy of 2D and 3D phenotypes and CV techniques.
- Basics of image processing techniques and understanding of image-based high throughput plant phenotyping computation framework.
- AI techniques to characterize stresses and detection of important events in a plant’s life.
- 3D model reconstruction of plants for 3D phenotyping.
- Introduction to data visualization and statistical analysis tools: Tableau and Gretl.
- Introducing software tools for RGB and hyperspectral image analysis and image segmentation techniques.