Signature Photo Dataset | 3K+ images | 100+ Countries | Identity & Fraud Prevention | Computer Vision Data product image in hero

Signature Photo Dataset | 3K+ images | 100+ Countries | Identity & Fraud Prevention | Computer Vision Data

FileMarket
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Volume
3.25K
images
Avail. Formats
.jpeg, .jpg, and .png
File
Coverage
174
Countries

Data Dictionary

[Sample] Signatures Samples
Attribute Type Example Mapping
Name
String 4 Samples
Link
String https://www.dropbox.com/scl/fo/dim7o00fqkigj5e0k3m01/AKLe...

Description

Short signature-photo dataset: 3249 clean images of handwritten signatures captured on plain white paper by contributors from 100+ countries. Fully consented. Rich metadata (country, gender, age bands) for training signature verification, writer ID, and document-auth models.
Volume & Scope: - Images: 3249 photos of handwritten signatures on a clean white sheet - Coverage: participants from 100+ countries - Consent: all contributors agreed to data use via our web platform (Fully Consented) Top Countries: Nigeria 61.31%, Bangladesh 6.40%, Indonesia 5.11%, Ethiopia 4.26%, India 3.50%, Kenya 1.45%, Iran 1.17%, Pakistan 0.91%, United States 0.91%, Nepal 0.66%, Philippines 0.63%, Vietnam 0.60%. Demographics: - Gender: Male 78.12%, Female 21.88% - Age groups: 3.23% <18, 53.40% 18–25, 20.14% 25–30, 15.92% 30–40, 4.76% 40–50 Capture Protocol: Participants wrote their usual personal signature and photographed it on a plain white paper surface. Indoor capture and uncluttered framing were encouraged to ensure high contrast and legibility. Metadata: Per image: anonymized contributor ID, country, self-reported gender, age band, capture notes, and consent flag. Use Cases Signature verification and forgery detection, writer identification, document authentication for KYC/AML workflows, and benchmarking of signature-processing pipelines. Clean captures, global diversity, and reliable consent make this set plug-and-play for research and production.

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

Volume

3,250 images

Pricing

License Starts at
One-off purchase
$1,625 / purchase
Monthly License Not available
Yearly License Not available
Usage-based Not available

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
SFTP
Compressed File
Google Cloud Storage
Azure Blob Storage
Frequency
on-demand
Format
.jpeg
.jpg
.png

Use Cases

Artificial Intelligence (AI)
Machine Learning (ML)
Identity Validation
Data-Efficient Machine Learning

Categories

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Frequently asked questions

What is Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data?

Short signature-photo dataset: 3249 clean images of handwritten signatures captured on plain white paper by contributors from 100+ countries. Fully consented. Rich metadata (country, gender, age bands) for training signature verification, writer ID, and document-auth models.

What is Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data used for?

This product has 4 key use cases. FileMarket recommends using the data for Artificial Intelligence (AI), Machine Learning (ML), Identity Validation, and Data-Efficient Machine Learning. Global businesses and organizations buy Machine Learning (ML) Data from FileMarket to fuel their analytics and enrichment.

Who can use Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data?

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

Which countries does Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data cover?

This product includes data covering 174 countries like USA, China, Japan, Germany, and India. FileMarket is headquartered in United States of America.

How much does Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data cost?

Pricing for Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data starts at USD1,625 per purchase. Connect with FileMarket to get a quote and arrange custom pricing models based on your data requirements.

How can I get Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data?

Businesses can buy Machine Learning (ML) Data from FileMarket and get the data via S3 Bucket, SFTP, Compressed File, Google Cloud Storage, and Azure Blob Storage. Depending on your data requirements and subscription budget, FileMarket can deliver this product in .jpeg, .jpg, and .png format.

What is the data quality of Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data?

You can compare and assess the data quality of FileMarket using Datarade’s data marketplace.

What are similar products to Signature Photo Dataset 3K+ images 100+ Countries Identity & Fraud Prevention Computer Vision Data?

This product has 3 related products. These alternatives include Selfie Video Dataset 3K+ videos Global Coverage Face & Voice Biometrics Computer-Vision Data, Multi-race Facial Expression Data 50,000 ID Computer Vision Data Image/Video Machine Learning (ML) Data, and Computer Vision Data 3D Maps 125k Global Locations 60M Images SLAM COLMAP Depth. You can compare the best Machine Learning (ML) Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Starts at
$1,625 / purchase
License Starts at
One-off purchase
$1,625 / purchase
Monthly License Not available
Yearly License Not available
Usage-based Not available

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