H3DS Dataset

This repository contains some utilities for using the H3DS dataset introduced in H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction

Access

The H3DS dataset is available only for academic purposes. To request access, start by filling the contact form with your academic email and a license agreement will be sent back, which must be completed by a full-time academic staff member. Finally, you'll be provided with a H3DS_ACCESS_TOKEN to use the dataset.

Setup

The simplest way to use the H3DS dataset is by installing it as a pip package:

pip install h3ds

In order to use the dataset, simply import the package in your python scripts

from h3ds import H3DS

h3ds = H3DS(path='local/path/to/h3ds')

Using H3DS

If it's the first time using H3DS, download the data (less than 500 Mb).

h3ds.download(token=H3DS_ACCESS_TOKEN)

You can easily list the ids of the available scenes

scenes = h3ds.scenes()

and load the data from a concrete scene as:

mesh, images, masks, cameras = h3ds.load_scene(scene_id='1b2a8613401e42a8')