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Assignment 1

Fundamentals and Trends in Vision and Image Processing - 2020

Assignment 1

In this assignment you will practice working with the Google Colab environment and PyTorch. You’ll also practice setting a simple image classification pipeline. The goals of this practice are the following:

Instructions:

  1. If you’re using Google Colab, you just need to have a google account and an associated Google Drive. In case you’re choosing to work locally in your machine you must set Anaconda or a venv virtual environment, and install the necessary libraries.

  2. Create a folder in your Google Drive or in your machine’s workspace. Copy to your drive folder or download the following notebook:

Assignment 1 - notebook

  1. Follow the instructions in the notebook for completing the assignment.

  2. You can build auxiliary .py scripts and call them from your notebook, for organizational purposes.

Submission for IMPA students

The assignment is due on Friday, September 18 2020 at 11:59pm (GMT-3).

IMPA students that are regularly enrolled in the program should send their assignments before the due date to yukimura@impa.br with a copy to lvelho@impa.br. Late delivers will be consider subject to a lower score.

The submission email should be sent with the subject “Assignment 1 - [first-name] - [last-name]”. The assignment can be structured and sent in two ways:

The organization of the code will also be considered in the evaluation.

For remaining students:

For students that are enrolled as “Aluno de Curso Livre” you must not send your assignment to us, since we’ll not be able to evaluate them due to the large number of students and lack of resources from our side.

For students following the course on this modality, we recall that all assignments will be corrected/solved during the Lab classes. Therefore, students must evaluate themselves by comparing our corrections with their solutions. Students taking the writing exam at the end of the semester will be expected to have solved all the assignments.

References: