Explore the DataSeeds.AI Sample Dataset Here.

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Quick Facts

• Updates: On-Demand

• Size: 180 Million Images, 20,000+ New Photos Added Weekly

• Language: Full metadata coverage in English, with translations available

• Image Scope: Landscapes, Portraits, Cityscapes, Flowers, Objects, Architecture, and more

• Format: Excel, JSON, Parquet – On Demand

• License Type: Global, non-exclusive

Overview

Emet Research, through its sister platform Brickroad, is proud to have played a key part in bringing the DataSeeds.AI dataset to market.

The DataSeeds catalog is derived from GuruShots, a popular online photography game that combines elements of social engagement, competition, and gamification. The GuruShots platform hosts regular, themed photography challenges where photographers from diverse backgrounds, both amateur and professional, submit their photos for human peer review, conducted through a gamified voting experience which lends itself to creating a uniquely valuable image dataset
reflecting human aesthetic preferences and technical evaluation, both valuable markers for reinforcement learning and other AI modeling approaches.

Critically, Zedge and the GuruShots platform has the capacity to deliver fully-licensed on-demand image, video, and voice datasets to each client’s spec. While the GSD was sourced from the GuruShots catalogue of 100 million plus high-quality images, GuruShots has the ability to source fully-licensed photos, on-demand, across a wide variety of categories and geographies. By default, each photo is accompanied by extensive EXIF data, including camera make, model,

Comprised of over 180 million licensed, high-quality photographs, ranked by both amateur and professional photographers, this dataset enables cutting-edge AI applications across industries.

Designed to be annotation-ready, this dataset enhances AI-driven workflows by providing precise, structured visual data that can be seamlessly integrated into a wide range of applications.

Key Features

Unmatched Scale & Diversity

• 180 Million Licensed Images – A vast, high-quality dataset providing quantitatively significant training data.

• Diverse Imagery – Covers landscapes, still life, nature, portraits, architecture, and more.

• Human-Ranked Quality – Photos are ranked by a global community through robust voting systems, ensuring high contextual relevance.

• Rich Metadata – Each image includes EXIF data, bounding boxes, and detailed descriptions to enhance AI training.

• Flexible Purchasing Options – Buy specific categories or the entire collection, with a minimum purchase of 20,000 images.

Applications

The DataSeeeds dataset is ideal for:

• Generative AI & Text-to-Image Models – Train state-of-the-art AI models with diverse, high-quality visual content.

• 3D Modeling & Animation – Build immersive, photo-realistic 3D environments with extensive reference data.

• Autonomous Systems – Enhance computer vision algorithms for improved object recognition and decision-making.

• Mental Health Applications – Support therapeutic AI tools with emotionally resonant visual stimuli.

• Smart Cities – Advance urban planning, infrastructure analysis, and AI-powered monitoring systems.

• E-commerce & Visual Search – Improve product discovery and recommendation engines with high-quality training data.

Dataset Structure

Image Data

• Core Image Information: Image ID, Title, English Description (15 words), Scene Description (25–30 words), Object Identification, Bounding Coordinates.

• Adult Content Identification: Explicit content detection for responsible AI training.

Camera & Technical Metadata

• EXIF Data: Camera Make & Model, F-number, Exposure Time, Exposure Mode, ISO, White Balance, Focal Length, Flash, Metering Mode.

• Geolocation & Context: GPS Coordinates, Post-Processing Details, Software Used.

Image Properties

• Resolution & Format: Width, Height, Aspect Ratio, Orientation, File Size.

In App Engagement & Community Metrics

• User Interaction Data: Upload Date, Views, Achievements, Likes, Comments, Rank, Participation in Photography Challenges.

  
  

Explore the Sample Dataset Here.

Explore the Eval Here.

Data Delivery & Integration

• Direct download via Brickroad, CDN, & S3-compatible API

• Custom integration support is available

• Export formats: JSON, Parquet, CSV

• Annotation & technical support included as applicable

Why DataSeeds?

• Ethical Licensing – Fully licensed images comply with industry standards and regulations.

• Annotation-Ready – Structured data format allows for seamless integration into AI/ML workflows.

• Global Sourcing – Diverse images from photographers worldwide, ensuring a broad and representative dataset.

• Extensive Customization – Choose specific image types or leverage the entire dataset for maximum flexibility.

Contact Us

To learn more or purchase the DataSeeds dataset, please contact:
sales@emetresearch.ai.

Fuel your AI innovation with DataSeeds and unlock limitless possibilities for your projects.