Website Screenshots Dataset

Shared By

Brad Dwyer

May 2020



More Info



Object Detection

About This Dataset

The Roboflow Website Screenshots dataset is a synthetically generated dataset composed of screenshots from over 1000 of the world's top websites. They have been automatically annotated to label the following classes:

  • button - navigation links, tabs, etc.
  • heading - text that was enclosed in <h1> to <h6> tags.
  • link - inline, textual <a> tags.
  • label - text labeling form fields.
  • text - all other text.
  • image - <img>, <svg>, or <video> tags, and icons.
  • iframe - ads and 3rd party content.


This is an example image and annotation from the dataset:
WIkipedia Screenshot


Annotated screenshots are very useful in Robotic Process Automation. But they can be expensive to label. This dataset would cost over $4000 for humans to label on popular labeling services. We hope this dataset provides a good starting point for your project. Try it with a model from our model library.

Collecting Custom Data

Roboflow is happy to provide a custom screenshots dataset to meet your particular needs. We can crawl public or internal web applications. Just reach out and we'll be happy to provide a quote!

About Roboflow

Roboflow makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless.
Developers reduce 50% of their boilerplate code when using Roboflow's workflow, save training time, and increase model reproducibility.

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