This material is designed for a lab course on computer vision deep learning with advanced topics

Each Section has its own instructions but most source files are shared between modules and located under src

This material was tested under UBUNTU 20.04/Python3.8.10 it is expected to work on any environment newer than that. To check your environment run

lsb_release -a
> Distributor ID:	Ubuntu
> Description:	Ubuntu 20.04.5 LTS
> Release:	20.04
> Codename:	focal

python3 -V
> Python 3.8.10

Please start by installing the appropriate python environment

sudo apt-get update
sudo apt-get install python3-pip virtualenv meld git
git clone https://github.com/jsiloto/deep-learning-course.git
cd deep-learning-course/
virtualenv venv
source venv/bin/activate
pip install -r requirements.txt

To pre-download the datasets that will be used run python and

from torchvision.datasets.stl10 import STL10
train_dataset = STL10(root="./data/stl10", download=True, split="train")