Welcome to AIL861 - Special Topics in Applications


Instructor

TAs

Sudipan Saha

None

Course Logistics

Lectures : Monday and Thursday 2:00-3:30 pm

Lecture notes will be posted on Moodle.

Course Components and Grading Policy

  • Minors (15%), Major (25%)
  • Assignments (10%)
  • Paper presentation (15%)
  • Project (35% + up to 5% bonus)

Audit Policy
  • Satisfactory performance in project and paper presentation

Couse Topics

  • Challenges for AI in EO
  • Different types of supervision
  • Semantic segmentation
  • Change detection
  • Applications: urban remote sensing
  • Hyperspectral image analysis
  • Multisensor fusion
  • Applications: agriculture and other
  • Explainability and uncertainty
  • Climate AI

Announcements

Please check Moodle.