Android in the Wild (AITW) This is a mirror of Google's Android in the Wild (AITW) dataset, re hosted on Hugging Face for easier community access. Original Source Paper: Android in the Wild: A Large Scale Dataset for Android Device Control Original Repository: google research/google research/tree/master/android in the wild Dataset Description Android in the Wild (AITW) is a large scale dataset for Android device control. It contains human demonstrations of natural language instructions being carried out on Android devices. Each demonstration consists of a sequence of screenshots paired with corresponding actions (taps, swipes, types, etc.) and UI annotations. Dataset Structure The dataset is organized into 5 subsets, stored as gzip compressed TFRecord files: Subset Shards Description general 321 General Android tasks google apps 8,688 Tasks on Google applications install 1,052 App installation tasks single 252 Single step tasks web shopping 1,025 Web shopping tasks Additionally, the splits/ directory contains JSON files defining train/test splits: standard.json unseen android version.json unseen domain.json unseen subject.json unseen verb.json Data Format Each TFRecord contains exa…
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