Datasets:
metadata
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
This dataset is obtainable here from roboflow..
Dataset Details
Dataset Description
- Language(s) (NLP): [English]
- License: [MIT]
Dataset Sources
Uses
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
The Roboflow Website Screenshots dataset is a synthetically generated dataset composed of screenshots from over 1000 of the world's top websites
Annotations
- 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
label2id = {
'button': 1,
'elements': 0,
'field': 2,
'heading': 3,
'iframe': 4,
'image': 5,
'label': 6,
'link': 7,
'text': 8
}
id2label
id2label = {
0: 'elements',
1: 'button',
2: 'field',
3: 'heading',
4: 'iframe',
5: 'image',
6: 'label',
7: 'link',
8: 'text'
}