webui-350k-elements / README.md
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metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: labels
      sequence:
        sequence: string
    - name: contentBoxes
      sequence:
        sequence: float64
    - name: paddingBoxes
      sequence:
        sequence: float64
    - name: borderBoxes
      sequence:
        sequence: float64
    - name: marginBoxes
      sequence:
        sequence: float64
    - name: key_name
      dtype: string
  splits:
    - name: train
      num_bytes: 75048087304.132
      num_examples: 1020062
  download_size: 68247972580
  dataset_size: 75048087304.132
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

This is a repacked version of a split of the WebUI dataset into the HuggingFace datasets format. This repacked version focuses on the web element locations/labels and does not contain all data in the original dataset (e.g., element styles and full source code). Please see the original page for this data and more information about the dataset, including a related publication and copyright/license information.

https://huggingface.co/datasets/biglab/webui-350k

from datasets import load_dataset

dataset = load_dataset("biglab/webui-350k-elements")

NOTE: this dataset should undergo additional processing for use with object detection. Depending on the key_name, different multipliers should be applied to the coordinates. See the GitHub for more details.