100K+ Text Rich Images | AI Training Data | Annotated imagery data for AI | Object & Scene Detection | Global Coverage product image in hero

100K+ Text Rich Images | AI Training Data | Annotated imagery data for AI | Object & Scene Detection | Global Coverage

Data Seeds
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ID
URL
Labels
Camera Model
Aperture Value
Shutter Speed
Exposure Mode
Exposure Program
Metering Mode
Focus Mode
Flash status
Lens Model
Focal Length
Is Monetization Consented?
ISO Sensitivity
White Balance Setting
GPS Coordinates (lat., long.)
Date Photo Taken
Software Used
Image Orientation
Width
Height
Member Country
Member Country Code
Title
Description
Camera Manufacturer
xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxx
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Volume
100K
image records
Avail. Formats
.bin, .csv, and .json
File
Coverage
250
Countries
History
10
years

Data Dictionary

[Sample] Text Rich Data Samples
Attribute Type Example Mapping
ID
String a752578671468f96db578a1f99af9bb1
URL
String https://photos.gurushots.com/unsafe/0x0/1ebc5fc32d8cb3271...
Labels
String book, publication, page, text, document, arabic text
Camera Model
String NIKON D500
Aperture Value
Float 4.5
Shutter Speed
String Program AE
Exposure Mode
String Auto
Exposure Program
String Program AE
Metering Mode
String Multi-segment
Focus Mode
Flash status
String No Flash
Lens Model
String 18.0-300.0 mm f/3.5-5.6, AF-S DX Nikkor 18-300mm f/3.5-5....
Focal Length
Integer 18
Is Monetization Consented?
ISO Sensitivity
Integer 800
White Balance Setting
String Auto
GPS Coordinates (lat., long.)
Date Photo Taken
DateTime 2024-03-18T14:30:00+00:00
Software Used
String Adobe Photoshop 26.3 (Windows)
Image Orientation
String horizontal
Width
Integer 1900
Height
Integer 1267
Member Country
String South Africa
Member Country Code
String ZA
Title
Description
Camera Manufacturer
String NIKON CORPORATION

Description

A comprehensive dataset of 100K+ text rich images sourced globally, featuring full EXIF data, including camera settings and photography details. Enriched with object and scene detection metadata, this dataset is ideal for AI model training in image recognition, classification, and segmentation.
This dataset features over 100,000 high-quality images containing visible, naturally occurring text, sourced from photographers worldwide. Designed to support AI and machine learning applications, it offers a richly annotated and globally diverse collection ideal for training models in OCR, scene text recognition, and multimodal understanding. Key Features: 1. Comprehensive Metadata Each image includes full EXIF data such as aperture, ISO, shutter speed, and focal length. Pre-annotations include object detection, scene classification, and text presence. Many images contain metadata on language type, script, and text region properties. Popularity metrics derived from user engagement on our proprietary platform are also included. 2. Unique Sourcing Capabilities Images are sourced through a gamified photography platform that runs themed competitions — in this case, focused on capturing text in real-world environments. This ensures a steady flow of fresh, relevant, and contextually diverse submissions. Custom datasets can be sourced within 72 hours, including requests for specific languages, signage types, or visual environments (e.g., storefronts, menus, documents, public transport). 3. Global Diversity Contributors from over 100 countries provide a vast array of languages, scripts (Latin, Cyrillic, Arabic, Chinese, etc.), and contexts. The dataset includes urban signage, handwritten notes, printed posters, digital displays, packaging, street graffiti, books, and more — offering a robust training set for global OCR and text-detection models. 4. High-Quality Imagery Resolution varies from standard to high-definition, supporting a range of computer vision tasks. The collection includes a mix of candid, environmental shots and deliberate, close-up captures of text, enabling both practical OCR training and stylistic or multimodal research. 5. Popularity Scores Each image is assigned a popularity score based on performance in our GuruShots photography competitions. This provides additional insight into user-perceived relevance and aesthetic appeal — useful for building models around user engagement, content filtering, or recommendation systems. 6. AI-Ready Design Optimized for AI workflows, this dataset supports applications in OCR, text spotting, translation, semantic understanding, and cross-modal retrieval. It integrates smoothly into popular machine learning frameworks and pipelines. 7. Licensing & Compliance The dataset is fully compliant with data privacy regulations and comes with clear, transparent licensing for commercial and academic use. All images have appropriate contributor agreements and usage rights in place. Use Cases: 1. Training OCR and scene text recognition models across multiple scripts and environments. 2. Powering AI for multilingual translation, navigation, and AR applications. 3. Supporting retail and logistics models through packaging and signage text extraction. 4. Enhancing multimodal AI systems that combine visual and textual understanding. 5. Enabling research in typography, linguistics, and global textual design. This dataset offers a rich, AI-optimized collection of real-world, text-containing imagery — diverse in content, language, and style — with customization options available for your specific needs. Contact us to request samples or a tailored delivery.

Country Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (52)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Kosovo
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
Other (9)
Antarctica
Bouvet Island
British Indian Ocean Territory
Christmas Island
Cocos (Keeling) Islands
French Southern Territories
Heard Island and McDonald Islands
South Georgia and the South Sandwich Islands
United States Minor Outlying Islands
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

History

10 years of historical data

Volume

100,000 image records

Pricing

Data Seeds has not published pricing information for this product yet. You can request detailed pricing information below.

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
UI Export
REST API
SOAP API
Feed API
Frequency
hourly
daily
weekly
monthly
real-time
on-demand
Format
.bin
.csv
.json
.sql
.txt
.xml

Use Cases

Categories

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Frequently asked questions

What is 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage?

A comprehensive dataset of 100K+ text rich images sourced globally, featuring full EXIF data, including camera settings and photography details. Enriched with object and scene detection metadata, this dataset is ideal for AI model training in image recognition, classification, and segmentation.

What is 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage used for?

This product has 1 key use case. Data Seeds recommends using the data for Generative AI. Global businesses and organizations buy Annotated Imagery Data from Data Seeds to fuel their analytics and enrichment.

Who can use 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Annotated Imagery Data. Get in touch with Data Seeds to see what their data can do for your business and find out which integrations they provide.

How far back does the data in 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage go?

This product has 10 years of historical coverage. It can be delivered on a hourly, daily, weekly, monthly, real-time, and on-demand basis.

Which countries does 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage cover?

This product includes data covering 250 countries like USA, China, Japan, Germany, and India. Data Seeds is headquartered in Israel.

How much does 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage cost?

Pricing information for 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage is available by getting in contact with Data Seeds. Connect with Data Seeds to get a quote and arrange custom pricing models based on your data requirements.

How can I get 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage?

Businesses can buy Annotated Imagery Data from Data Seeds and get the data via S3 Bucket, UI Export, REST API, SOAP API, and Feed API. Depending on your data requirements and subscription budget, Data Seeds can deliver this product in .bin, .csv, .json, .sql, .txt, and .xml format.

What is the data quality of 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage?

You can compare and assess the data quality of Data Seeds using Datarade’s data marketplace. Data Seeds has received 1 review from clients.

What are similar products to 100K+ Text Rich Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage?

This product has 3 related products. These alternatives include 25M+ Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage, Image Annotation Services Image Labeling for AI & ML Computer Vision Data Annotated Imagery Data, and FileMarket Diverse Human Face Data 20,000 IDs Face Recognition Data Image/Video AI Training Data Biometric Data. You can compare the best Annotated Imagery Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request