1.3M+ Weather Images | Climate AI Training Data | Machine Learning data | Object & Scene Detection | Global Coverage product image in hero

1.3M+ Weather Images | Climate AI Training Data | Machine Learning data | 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
850K
image records
Avail. Formats
.bin, .json, and .xml
File
Coverage
250
Countries
History
10
years

Data Dictionary

[Sample] Weather
Attribute Type Example Mapping
String ###*#*###*###**##*##*##*######## MAID
URL
String https://photos.gurushots.com/unsafe/400x0/fb324c095d331d3...
MAKE
String NIKON CORPORATION
MODEL
String NIKON D810
F_NUMBER
String F10
EXPOSURE_TIME
String 1 sec
EXPOSURE_MODE
String Manual
EXPOSURE_PROGRAM
String Manual
METERING_MODE
String Multi-segment
LENS
String 15.0 mm f/2.4, 15.0 mm f/2.4
FOCAL_LENGTH
String 15.0 mm
ISO
Integer 450
GPS
DATE_ORIGINAL
String 2018-05-31 18:46:36.000000000 +00:00
SOFTWARE
String Photoshop Express 6.4.1004
ORIENTATION
String horizontal
LABELS
String reflection,nature,water,sky,loch,cloud,lake,mountain,lake...
LABELS_SCORE
String a:29:{s:10:"reflection";s:3:"0.9";s:6:"nature";s:3:"0.9";...
EXPLICIT_CONTENT
String a:5:{s:5:"adult";s:13:"VERY_UNLIKELY";s:5:"spoof";s:13:"V...
RANK
Float 1900.0

Description

A comprehensive dataset of 1.3M+ weather 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 & segmentation
This dataset features over 1,300,000 high-quality images capturing a wide spectrum of weather conditions, sourced from photographers worldwide. Curated specifically for AI and machine learning applications, it provides richly annotated, visually diverse content across atmospheric states and environmental settings. Key Features: 1. Comprehensive Metadata: includes full EXIF data along with detailed annotations for weather type (e.g., sunny, cloudy, foggy, rainy, snowy, stormy), visibility, lighting conditions, and environmental context. This enables use in classification, detection, forecasting support, and image-to-text training. Location and timestamp metadata are also included where available. 2. Unique Sourcing Capabilities: images are collected via a proprietary gamified photography platform with competitions focused on weather, seasons, and natural phenomena. Custom datasets can be delivered within 72 hours to target specific conditions, times of day, regions, or intensity levels (e.g., heavy rain vs. light drizzle). 3. Global Diversity: contributions from over 100 countries provide coverage of diverse climates, geographic regions, and seasonal cycles. From tropical downpours and desert heatwaves to arctic snowfalls and monsoon clouds, the dataset captures an unparalleled range of real-world weather phenomena. 4. High-Quality Imagery: includes standard to ultra-HD images, featuring both dramatic weather events and subtle atmospheric changes. A mix of landscape, street-level, and aerial perspectives enhances model training for real-world recognition and simulation. 5. Popularity Scores: each image carries a popularity score based on GuruShots competition performance, helping guide aesthetic evaluation and dataset curation for applications involving user engagement or weather-related visual content. 6. AI-Ready Design: ideal for training models in weather classification, environmental analysis, climate research, visual forecasting, and style transfer. Fully compatible with popular machine learning and geospatial frameworks. 7. Licensing & Compliance: dataset complies with international data use regulations and is licensed transparently for both commercial and academic use. Use Cases: 1. Training AI for weather condition recognition in autonomous systems, drones, and outdoor devices. 2. Enhancing image captioning, climate classification, and weather-aware generative models. 3. Supporting AR/VR simulations and environmental visualization tools. 4. Powering content moderation, scene adaptation, and weather-sensitive product personalization. This dataset provides a scalable, high-fidelity resource for AI models that require real-world weather context, visual diversity, and global applicability. Custom subsets and filters available. 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

850,000 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

Categories

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Frequently asked questions

What is 1.3M+ Weather Images Climate AI Training Data Machine Learning data Object & Scene Detection Global Coverage?

A comprehensive dataset of 1.3M+ weather 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 & segmentation

What is 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data Object & Scene Detection Global Coverage cost?

Pricing information for 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data 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 1.3M+ Weather Images Climate AI Training Data Machine Learning data Object & Scene Detection Global Coverage?

This product has 3 related products. These alternatives include 1.9M+ Traffic & Road Object Images AI Training Data Machine Learning (ML) data Object & Scene Detection Global Coverage, Factori AI & ML Training Data Point of Interest Data (POI) Global Machine Learning Data, and Machine Learning (ML) Data 800M+ B2B Profiles AI-Ready for Deep Learning (DL), NLP & LLM Training. 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