Palm Image Dataset | 78 K+ photos | Global Coverage | Hand Biometrics | Computer‑Vision Data product image in hero

Palm Image Dataset | 78 K+ photos | Global Coverage | Hand Biometrics | Computer‑Vision Data

FileMarket
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Volume
78.4K
images
Avail. Formats
.jpeg, .jpg, and .png
File
Coverage
174
Countries

Data Dictionary

[Sample] Palms Dataset Samples
Attribute Type Example Mapping
Name
String 4 Samples
Link
String https://www.dropbox.com/scl/fo/3lnwr3uul2jp27y1hs4qf/AB-B...

Description

Data collection: 78 417 images, 11 098 consenting persons (≈7 per subject - rear & selfie cameras ×3 lighting / background setups). Rich metadata tags age, gender, ethnicity, occupation, phone model, dominant hand and jewellery presence - ideal for palm‑based identification, liveness and research.
Capture Protocol & File Structure: - Participants photographed the right palm three times with the rear camera and three times with the front camera, each on a different background / lighting condition. Key rules enforced: - One hand per frame, no gloves, palm roughly parallel to sensor, palm area ≥50 % of image - Any background except direct sunlight or harsh spotlight - Rings and other jewellery allowed Dataset Statistics: Hand in frame: - Right 96.37 % - Left 3.63 % Dominant hand (self‑declared): - Right 91.28 % - Left 8.70 % Gender: - Male 84.34 % - Female 15.22 % Age: <18 - 10.19 % 18‑25 - 42.62 % 25‑30 - 24.43 % 30‑40 - 14.42 % 40‑50 - 6.37 % 60+ - 1.89 % Ethnicity: - African 61.14 % - South Asian 11.60 % - East Asian 7.72 % - Caucasian 5.31 % - other groups <1 % each Occupation (top): - Student 31.74 % - Teacher 2.55 % - Housewife 2.51 % - Entrepreneur 2.35 % - Farmer 0.75 % - Driver 0.70 % - Nurse 0.56% - Tailor 0.3 % (200+ categories total) Jewellery visible: 57.90 % of images Top phone makes: - Apple 21.63 % - Samsung 14.80 % - Xiaomi 12.68 % Amount of photos per ID -> amount of IDs: 1 -> 4360 2 -> 2528 3 -> 446 4 -> 81 5 -> 25 6 -> 99 7 -> 6 8 -> 582 9 --> 305 10 -> 749 11+ -> 1862 The dataset is production‑ready: neatly organised, fully annotated and ethically sourced with explicit participant consent, ready for direct ingestion into computer‑vision workflows.

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

78,400 images

Pricing

License Starts at
One-off purchase
$39,200 / 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
Email
Compressed File
Google Cloud Storage
Azure Blob Storage
Frequency
on-demand
Format
.jpeg
.jpg
.png

Use Cases

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Frequently asked questions

What is Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data?

Data collection: 78 417 images, 11 098 consenting persons (≈7 per subject - rear & selfie cameras ×3 lighting / background setups). Rich metadata tags age, gender, ethnicity, occupation, phone model, dominant hand and jewellery presence - ideal for palm‑based identification, liveness and research.

What is Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data used for?

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

Who can use Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data?

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 FileMarket to see what their data can do for your business and find out which integrations they provide.

Which countries does Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   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 Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data cost?

Pricing for Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data starts at USD39,200 per purchase. Connect with FileMarket to get a quote and arrange custom pricing models based on your data requirements.

How can I get Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data?

Businesses can buy Annotated Imagery Data from FileMarket and get the data via S3 Bucket, SFTP, Email, 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 Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data?

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

What are similar products to Palm Image Dataset   78 K+ photos   Global Coverage   Hand Biometrics   Computer‑Vision Data?

This product has 3 related products. These alternatives include True-depth Selfie photo Dataset 60,000+ IDs Global Coverage Face Detection Computer vision Data , Multi-race Facial Expression Data 50,000 ID Computer Vision Data Image/Video Machine Learning (ML) Data, and 1M+ Furniture Images AI Training Data Object Detection Data Annotated imagery data Global Coverage. 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.

Starts at
$39,200 / purchase
License Starts at
One-off purchase
$39,200 / purchase
Monthly License Not available
Yearly License Not available
Usage-based Not available

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