CS 687
Advanced Artificial Intelligence



Here are some ideas and readings for class projects. Your best bet is to pick a topic which explores in greater detail some topics covered in class (hence involes additional reading) and implement the chosen algorithm and demostrate it in action.

Up to one page project description is due in class on March 17th. You can also schedule a meeting with me to discuss the project, if you are not sure what to do or need some help specifying details. The requirement of the project is that you will have to study, read some advanced material (either papers or advanced chapters from the books) not covered in the class. Below are some ideas as they are related to topics covered in class as well as links to projects for Computer Vision and Robotics Class.

  • Logistic Regresssion applied to multiclass classification, exploring regularization.
  • Ensemble Learning for Object Detection (faces, cars), OpenCV library, presentation + more original references , additional slides and example problems
  • Object Instance Recognition using large scale nearest neighbour methods, additional readings , software


  • Related Courses Past Projects

    Computer Vision Projects
    Robotic Systems