We provide a Starter Dataset generated by Omnidata Pipeline from some existing 3D datasets. It contains more than
14 million images from over
2000 spaces with
21 different mid-level vision cues per image. The dataset covers very diverse scenes (indoors and outdoors) and views (scene- and object-centric).
If you want to download the dataset, check out the download page. But if you want to just look at the data first, we provide a small sample of a single random building in our GSO + Replica dataset split, which is created by scattering Google Scanned Objects around Replica buildings using the Habitat environment. This is only a sample scene (with mostly object-centric views) from over
2000 scenes available in the full dataset.
You can download and untar the sample data with the following command:
wget https://drive.switch.ch/index.php/s/MkygxW0WLiLKsNz/download tar -xf download
Now the sample dataset is available in the folder
|Sample Data (GSO+Replica)|
To see how these distributions affect image content, check out our online demo that lets you experiment in the browser.
Below we show some static histograms:
|Field of View|
|Views per Point|