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Datasets:
cjfcsjt
/
AITW_Single

Tasks:
Visual Question Answering
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
100K - 1M
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License:
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AITW_Single
File size: 2,776 Bytes
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---
dataset_info:
- config_name: unseen_subject
  features:
  - name: ep_id
    dtype: string
  - name: step_id
    dtype: int64
  - name: android_api_level
    dtype: int64
  - name: current_activity
    dtype: string
  - name: device_type
    dtype: string
  - name: episode_length
    dtype: int64
  - name: goal_info
    dtype: string
  - name: image_encoded
    dtype: image
  - name: image_ui_annotations_positions
    sequence: float64
  - name: image_ui_annotations_text
    sequence: string
  - name: image_ui_annotations_ui_types
    sequence: string
  - name: results_action_type
    dtype: int64
  - name: results_type_action
    sequence: string
  - name: results_yx_touch
    sequence: float64
  - name: results_yx_lift
    sequence: float64
  splits:
  - name: train
    num_bytes: 10257465734.5
    num_examples: 65340
  - name: test
    num_bytes: 1192319438.875
    num_examples: 7729
  - name: validation
    num_bytes: 1504033060.125
    num_examples: 9655
  download_size: 8881095729
  dataset_size: 12953818233.5
- config_name: unseen_verb
  features:
  - name: ep_id
    dtype: string
  - name: step_id
    dtype: int64
  - name: android_api_level
    dtype: int64
  - name: current_activity
    dtype: string
  - name: device_type
    dtype: string
  - name: episode_length
    dtype: int64
  - name: goal_info
    dtype: string
  - name: image_encoded
    dtype: image
  - name: image_ui_annotations_positions
    sequence: float64
  - name: image_ui_annotations_text
    sequence: string
  - name: image_ui_annotations_ui_types
    sequence: string
  - name: results_action_type
    dtype: int64
  - name: results_type_action
    sequence: string
  - name: results_yx_touch
    sequence: float64
  - name: results_yx_lift
    sequence: float64
  splits:
  - name: train
    num_bytes: 10657237285.25
    num_examples: 67766
  - name: validation
    num_bytes: 1372859548.625
    num_examples: 8979
  - name: test
    num_bytes: 1336086596
    num_examples: 8528
  download_size: 9040866227
  dataset_size: 13366183429.875
configs:
- config_name: unseen_subject
  data_files:
  - split: train
    path: unseen_subject/train-*
  - split: test
    path: unseen_subject/test-*
  - split: validation
    path: unseen_subject/validation-*
- config_name: unseen_verb
  data_files:
  - split: train
    path: unseen_verb/train-*
  - split: validation
    path: unseen_verb/validation-*
  - split: test
    path: unseen_verb/test-*
license: cc-by-4.0
task_categories:
- visual-question-answering
language:
- en
---

For more details, please refer to paper [Android in the Wild: A Large-Scale Dataset for Android Device Control](https://arxiv.org/abs/2307.10088), and [github](https://github.com/google-research/google-research/tree/master/android_in_the_wild)