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license: apache-2.0

GUI Grounding Pre-training Data for OS-ATLAS

This document describes the acquisition of the pre-training data used by OS-ATLAS.

Notes: In GUI grounding data, the position of the target element is recorded in the bbox key, represented by [left, top, right, bottom]. Each value is a [0, 1] decimal number indicating the ratio of the corresponding position to the width or height of the image.

The data we released is divided into three domains: mobile, desktop and web.

Each sample contain:

  • img_filename: the interface screenshot file
  • instruction: human instruction
  • bbox: the bounding box of the target element corresponding to instruction

Some data also contains a data_type, which records the type of an element in its structured information, if it can be obtained.

Mobile data

The data is stored under the mobile_domain directory. Our mobile grounding data consists of four parts。

AMEX

Android Multi-annotation EXpo (AMEX) is a comprehensive, large-scale dataset designed for generalist mobile GUI-control agents [1].

Due to the single file size limitation of Hugging Face datasets, we stored the Amex images in zip format and split them into several sub-files. They are:

  • path/to/file1
  • path/to/file2
  • path/to/file3