800K+ Macro Insect Images | AI Training Data | Annotated imagery data for AI | Object & Scene Detection | Global Coverage product image in hero

800K+ Macro Insect Images | AI Training Data | Annotated imagery data for AI | Object & Scene Detection | Global Coverage

Data Seeds
5.0(1)Badge iconVerified Data Provider
ID
URL
MAKE
MODEL
F_NUMBER
EXPOSURE_TIME
EXPOSURE_MODE
EXPOSURE_PROGRAM
METERING_MODE
LENS
FOCAL_LENGTH
ISO
GPS
DATE_ORIGINAL
SOFTWARE
ORIENTATION
LABELS
LABELS_SCORE
EXPLICIT_CONTENT
RANK
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Volume
500K
image records
Avail. Formats
.bin, .json, and .xml
File
Coverage
250
Countries
History
10
years

Data Dictionary

[Sample] Macro Insect
Attribute Type Example Mapping
String *##*##*#*****#*###*##**######*## MAID
URL
String https://photos.gurushots.com/unsafe/400x0/de0b6f702e8a104...
MAKE
String NIKON CORPORATION
MODEL
String NIKON D7200
F_NUMBER
String F11
EXPOSURE_TIME
String 1/500 sec
EXPOSURE_MODE
String Manual
EXPOSURE_PROGRAM
String Manual
METERING_MODE
String Center-weighted average
LENS
String 50.0 mm f/1.8, AF-S Nikkor 50mm f/1.8G
FOCAL_LENGTH
String 50.0 mm
ISO
Integer 640
GPS
DATE_ORIGINAL
String 2018-09-30 10:54:04.000000000 +00:00
SOFTWARE
String Adobe Photoshop CC 2018 (Windows)
ORIENTATION
String horizontal
LABELS
String Animal,Asilidae,Fly,Insect,Invertebrate,Andrena,Bee,Horne...
LABELS_SCORE
String a:9:{s:6:"Animal";s:3:"0.9";s:8:"Asilidae";s:3:"0.9";s:3:...
EXPLICIT_CONTENT
RANK
Float 955.0

Description

A comprehensive dataset of 800K+ macro insect 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 800,000 high-quality macro images of insects captured by photographers worldwide. Specifically curated to support AI and machine learning applications, it delivers a richly detailed, close-up view of insect morphology, behavior, and habitat context. Key Features: 1. Comprehensive Metadata: the dataset includes full EXIF data—aperture, ISO, shutter speed, focal length, and magnification settings. Each image is annotated with species (where available), anatomical focus (e.g., wings, eyes, antennae), and behavioral context. These rich labels make it ideal for fine-grained classification, detection, and segmentation tasks. Popularity metrics from our platform are also included. 2. Unique Sourcing Capabilities: images are collected via a proprietary gamified photography platform with specialized competitions in macro and nature photography. This ensures exceptionally sharp, detailed, and varied macro imagery. Custom datasets can be sourced within 72 hours, targeting specific insect groups (e.g., beetles, butterflies, ants) or ecological settings. 3. Global Diversity: contributions from over 100 countries provide broad coverage of insect biodiversity. The dataset includes both common and rare species captured in forests, gardens, wetlands, deserts, and even urban microhabitats. Seasonal, behavioral, and environmental variation is well represented. 4. High-Quality Imagery: most images are shot with dedicated macro lenses or extreme close-up setups, delivering fine visual detail suitable for biological and morphological analysis. Natural lighting, controlled environments, and artistic macro techniques are all represented. 5. Popularity Scores: each image is assigned a popularity score based on its performance in GuruShots competitions. These scores offer additional signals for models trained on visual appeal, species distinctiveness, or community interest. 6. AI-Ready Design: optimized for training insect recognition models, species identification, ecological monitoring tools, and bio-inspired vision systems. The dataset is formatted for seamless use with standard ML pipelines and entomological research frameworks. 7. Licensing & Compliance: the dataset complies with international content and biodiversity data-sharing guidelines. Licensing is transparent and suitable for both scientific and commercial use. Use Cases: 1. Training AI for insect species identification and classification in field biology or agriculture. 2. Powering biodiversity research, habitat modeling, and ecological monitoring. 3. Supporting AR/VR educational content and museum exhibits. 4. Enhancing visual search, entomological databases, and computer vision tools for life sciences. This dataset provides a high-resolution, biologically rich foundation for training AI in fine-detail recognition and entomological analysis. Custom collections are available upon request. Contact us to learn more!

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

500,000 image records

Pricing

License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Available

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
.json
.xml
.csv
.xls
.sql
.txt

Use Cases

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Frequently asked questions

What is 800K+ Macro Insect Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage?

A comprehensive dataset of 800K+ macro insect 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 800K+ Macro Insect 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 800K+ Macro Insect 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 800K+ Macro Insect 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 800K+ Macro Insect 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 800K+ Macro Insect Images AI Training Data Annotated imagery data for AI Object & Scene Detection Global Coverage cost?

Pricing information for 800K+ Macro Insect 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 800K+ Macro Insect 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, .json, .xml, .csv, .xls, .sql, and .txt format.

What is the data quality of 800K+ Macro Insect 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 800K+ Macro Insect 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 TagX - 5000+ Face Anti Spoofing Data Anti Spoofing Detection Face Recognition Fraud Detection KYC authentication 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.

Pricing available upon request
License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Available