Stock Images Collection

The Stock Images Collection brings together over 368 million high-quality, ethically sourced photos spanning every major visual theme and including detailed metadata. Give your computer vision AI project the breadth and quality of visual data it needs to excel at image identification, object detection and facial recognition. Choose from nature & landscapes; urban/architecture; people & lifestyle; animals & wildlife; weather & phenomena; vehicles & transportation; landmarks; space/astronomy; food & drink; and abstract/conceptual art.

Leverage this dataset to:

Build Computer Vision Foundational Models and Fine-tune Vision AI: This collection provides the scale and diversity required to train or fine-tune advanced computer vision systems. From landscapes and cityscapes to animals, food, and abstract concepts, the images help models learn to recognize objects, scenes, and contexts across real-world scenarios.

AI use cases:

Multimodal AI: With captions, tags and detailed metadata available for many images, this dataset is ideal for developing multimodal models that connect vision and language.

Real-World Environment Object Detection: This collection spans landmarks, cityscapes, food, vehicles, weather phenomena and more, helping AI systems interpret the world more accurately. It supports applications in travel, retail, mobility and environmental modeling, ensuring vision AI solutions perform reliably across diverse real-world conditions.

Technical Specifications

• Type: Image
• Quantity: 368,600,000
• Data Type: All Major Visual Themes
• Metadata (varies by subset): id, caption, labels/tags (+ratings), make, model, lens, focal_length, f_number, exposure_time, ISO, white_balance, metering_mode, flash, GPS, date_original, software, width, height, orientation, file_size, adult flag, views, upload_date, collection

Why Choose Our Dataset?

Ethical Data Collection

At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity.

Tailored to Your Needs

We understand the uniqueness of every project. That's why we offer customizable dataset solutions to match your specific requirements, from particular object classes to desired languages and formats. Our goal is to deliver data that not only meets but exceeds your project expectations.

Partnering for Innovation

Selecting Defined.ai as your data partner opens doors to innovation. Our datasets are foundational elements for developing sophisticated AI models across various applications. With us, you gain more than just data; you leverage our expertise and dedication to advancing AI technology.

License Information

This dataset is covered by our standard Data license agreement. The license agreement is perpetual and allows for the commercialization of all models built on the data.