ComputerVision02504

This repository contains my personal notes and notebooks used as part of the course 02504 Computer Vision, at DTU in Spring 2024.

Notes with key concepts and equations can be found in cv_notes.md and cv_notes.html

Installation

Clone the repository.

git clone https://github.com/yufanana/ComputerVision02504.git
cd ComputerVision02504

Create an environment with Conda.

conda create --name cv python=3.11
pip install -r requirements.txt

Or, create a Python virtual environment with virtualenv.

pip install virtualenv
virtualenv .venv
source .venv/bin/activate
pip install -r requirements.txt

# On Windows
.venv/Scripts activate
pip install -r requirements.txt

When running the Jupyter notebooks, select kernel of the environment previously created.

Development

The markdown file can be exported into HTML using the Markdown+Math extension by goessner on VSCode.

Set up pre-commit for code checking. Hooks can be found in .pre-commit-config.yaml

conda activate cv
pre-commit install
pre-commit run --all-files
pre-commit run --file my_file.ipynb

Now, pre-commit will run every time before a commit. Remember to do git add . to add the changes made by the pre-commit (if any). Hooks can be temporarily disabled using:

git commit -m "<message>" --no-verify