Mastering Scene Understanding: Scene Graphs to the Rescue - SIBGRAPI 2024 Tutorial

This is the official repository for the SIBGRAPI 2024 Tutorial Mastering Scene Understanding: Scene Graphs to the Rescue.

Notebooks implemented as tutorials

In this tutorial, we have several Jupyter-style notebooks demonstrating the following applications:

Scene Graph Generation:
- Two-stage method: Notebook.
- One-stage method: Notebook.
Image Captioning: Notebook.
Image Generation: Notebook.
Image Retrieval: Notebook.
Human-Object Interaction: Notebook.

After clonning the repository, run the following commands to initalize and clone the submodules:

$ git submodule init
$ git submodule update

For this environment setup, we use Micromamba. To install micromamba, you can follow the installation guide here.

Then, create a new environment based on a YAML file description, like:

$ micromamba create -f base_environment.yaml

In order to have success when importing environments descripted, run the following command to change your micromamba channel priority config:

$ micromamba config set channel_priority flexible