Welcome to AIL861 - Special Topics in Applications


Instructor

TAs

Sudipan Saha

Pratik Vora

Course Logistics

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

Lecture notes will be posted on Moodle.

Course Components and Grading Policy

  • Minors (20%), Major (25%)
  • Assignments (45%)
  • Paper presentation (10%)

Audit Policy
  • 50% of marks.

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.