MP3: Adaboost face detector

In this MP, you will train and test a face detector using Adaboost.

  • mp3.zip contains the code. You should download the code, unzip it into some directory, and then type jupyter-lab to get started.

  • mp3_notebook.html is an example of what the Jupyter notebook will look like, once you’ve finished everything.

  • python grade.py is how you will grade your code on your local machine. The solutions are available to you in solutions.hdf5.

  • When it works on your machine, then you can try uploading only the file submitted.py to the MP3 assignment on Gradescope.

Extra Credit

  • mp3_extra.zip is the extra credit assignment. This adds one more file for you to work on (extra.py), and one more visible test file (tests/test_extra.py) with its accompanying solutions file (extra_solutions.hdf5).

  • When you’ve finished revising extra.py, you can test it on your machine by running python grade.py.

  • When it works on your machine, upload only the file extra.py to the MP3 Extra assignment on Gradescope.