README.md

---
license: mit
dataset_info:
  features:
  - name: image_id
    dtype: int64
  - name: image
    dtype: image
  - name: width
    dtype: int64
  - name: height
    dtype: int64
  - name: url
    dtype: 'null'
  - name: date_captured
    dtype: string
  - name: objects
    list:
    - name: area
      dtype: int64
    - name: bbox
      sequence: int64
    - name: category_id
      dtype: int64
    - name: id
      dtype: int64
    - name: image_id
      dtype: int64
    - name: iscrowd
      dtype: int64
    - name: segmentation
      sequence: 'null'
  splits:
  - name: test
    num_bytes: 22424625
    num_examples: 242
  - name: train
    num_bytes: 159535409.08
    num_examples: 1688
  - name: valid
    num_bytes: 46104875
    num_examples: 482
  download_size: 201411511
  dataset_size: 228064909.08
configs:
- config_name: default
  data_files:
  - split: test
    path: data/test-*
  - split: train
    path: data/train-*
  - split: valid
    path: data/valid-*
task_categories:
- object-detection
language:
- en
tags:
- web
- website
---
# Website Screenshots Image Dataset

<!-- Provide a quick summary of the dataset. -->

This dataset is obtainable [here from roboflow.](https://universe.roboflow.com/roboflow-gw7yv/website-screenshots).

## Dataset Details

### Dataset Description

<!-- Provide a longer summary of what this dataset is. -->


- **Language(s) (NLP):** [English]
- **License:** [MIT]

### Dataset Sources

<!-- Provide the basic links for the dataset. -->

- **Source:** [https://universe.roboflow.com/roboflow-gw7yv/website-screenshots/dataset/1]

## Uses

<!-- Address questions around how the dataset is intended to be used. -->
From the roboflow website:
> 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.

### Source Data

<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
The Roboflow Website Screenshots dataset is a synthetically generated dataset composed of screenshots from over 1000 of the world's top websites


### Annotations

<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->

- 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.

#### label2id
```python
label2id = {
  'button': 1,
  'elements': 0,
  'field': 2,
  'heading': 3,
  'iframe': 4,
  'image': 5,
  'label': 6,
  'link': 7,
  'text': 8
}
```

#### id2label
```python
id2label = {
  0: 'elements',
  1: 'button',
  2: 'field',
  3: 'heading',
  4: 'iframe',
  5: 'image',
  6: 'label',
  7: 'link',
  8: 'text'
}
```