Dataset for Machine Learning
Buy & License Premium AI Training Datasets | AI Data Catalog & Licensing Marketplace
Shaip’s AI Data Catalog & Licensing Marketplace gives AI teams a single source for buying and licensing pre-labeled, commercially cleared training datasets across text, speech, image, video, and multimodal formats. Every dataset is human-labeled, ethically sourced, and delivered ready-to-train — with full compliance documentation for GDPR, HIPAA, and enterprise data governance requirements.
Whether you’re fine-tuning a large language model, training a healthcare diagnostic system, or accelerating a computer vision pipeline, Shaip’s catalog spans 10+ industry verticals with flexible licensing options: one-time purchase, subscription access, or custom enterprise agreements. Request a free sample dataset to validate quality before you commit.
We prioritize ethical data sourcing throughout our operations, ensuring responsible and fair AI development. Our rigorous and transparent practices in data collection, validation, and handling safeguard the privacy and maintain the trust of both our clients and data contributors.
Medical Data Catalog
Our medical data catalog datasets are not only massive but have gold-standard quality data. Rest assured that the data you utilize is secure, de-identified, and can be trusted for achieving the highest and most accurate outcomes for your AI initiative, machine learning models, natural language processing, and other development projects.
Off-the-Shelf Medical Data Catalog & Licensing:
- 5M+ Electronic Health Records and physician audio files in 31 specialties
- 2M+ Medical images in radiology & other specialties (MRIs, CTs, USGs, XRs)
- 30k+ clinical text docs with value-added entities and relationship annotation
Speech Data Catalog
There are a wide variety of common applications for speech data in AI projects. We offer you vast amounts of high-quality data ready for your voice recognition products that fit your budget and can be scaled as you grow to train your AI / ML models.
Off-the-Shelf Speech Data Catalog & Licensing:
- 55k+ hours of speech data (50+ languages/100+ dialects)
- 70+ topics covered
- Sampling rate – 8/16/44/48 kHz
- Audio type -Spontaneous, scripted, monologue, wake up words
- Fully transcribed audio datasets in multiple languages for human-human conversation, human-bot, human-agent call center conversation, monologues, speeches, podcast, etc.
- Pronunciation lexicons, both general and domain-specific (e.g. names, places, natural numbers)
Computer Vision Data Catalog
There are a wide variety of common applications for Computer Vision in AI projects. We offer you vast amounts of high-quality image and video data ready for your computer vision models that fit your budget and can be scaled as you grow.
Image and Video Data Catalog & Licensing:
- Food/ Document Image Collection
- Home Security Video Collection
- Facial Image/Video collection
- Invoices, PO, Receipts Document Collection for OCR
- Image Collection for Vehicle Damage Detection
- Vehicle License Plate Image Collection
- Car Interior Image Collection
- Image Collection with Car Driver in focus
- Fashion related Image Collection
- Drone-based Video Collection & Annotation
- Disabled Person Video/Image Collection
- Landmark Image Collection
- Barcode Scanning Image Collection
Open Datasets
Through the Shaip library of open datasets, your team has free access to a vast AI data repository. Now you can quickly and accurately develop your AI and ML models toward your specific business outcomes with no associated costs.
Available Open Datasets:
- Available in a convenient and modifiable form
- Vast categories of datasets
- Free for use with your AI and ML projects
- High quality, gold standard data
Security & Compliance
Schedule a demo to learn how Shaip can meet all your training data requirements.
Frequently Asked Questions (FAQ)
1. What is data catalog licensing?
Data catalog licensing allows businesses to purchase or license access to curated datasets for use in AI projects. These datasets include text, speech, image, or video data, carefully prepared to meet specific requirements. Licensing ensures that companies can legally use the data while adhering to privacy and compliance standards.
2. How are Shaip’s AI training datasets collected and labeled?
Shaip collects data through a global verified contributor network across 60+ countries, using Shaip’s proprietary collection platform. All datasets undergo multi-level quality assurance by domain-expert annotators, automated validation checks, and a final human-in-the-loop review before delivery. Labeling accuracy targets exceed 95% across all catalog categories.
3. Can Shaip scale datasets to meet growing project needs?
Yes, Shaip’s datasets are scalable. Whether you need small datasets for testing or large volumes to train enterprise-grade AI models, Shaip’s global network can deliver data to meet your project’s demands.
4. How much does it cost to license off-the-shelf datasets?
The licensing cost depends on factors like data type, volume, customization, and usage rights. Shaip offers flexible pricing to suit different budgets and project needs. Contact the team for a personalized quote.
5. Can I request a sample dataset?
Yes, Shaip offers sample datasets to help you assess the data’s quality and relevance to your project. Contact the team to schedule a demo or request a sample.
6. Where can I buy licensed AI training datasets for commercial use?
Shaip’s AI Data Catalog offers pre-labeled datasets available for immediate commercial licensing across text, speech, image, video, and multimodal formats. All datasets include clear commercial licensing documentation — GDPR and HIPAA-compliant — with options for one-time purchase, annual subscription, or enterprise agreement. Request a free sample to validate quality before purchase.
7. How do I buy GDPR- and HIPAA-compliant datasets for AI model training?
Shaip’s entire dataset catalog is built to meet GDPR and HIPAA compliance requirements. Every dataset includes consent documentation, de-identification records (for medical data), data provenance metadata, and audit-ready compliance artifacts. Organizations under GDPR, HIPAA, CCPA, or ISO 27001 frameworks can license datasets with full documentation included at no additional cost.
8. What types of pre-labeled multimodal datasets can I license from Shaip?
Shaip offers multimodal datasets combining text, speech, image, and video data — including egocentric video for Physical AI, human demonstration datasets for robotics, and combined text-image corpora for GenAI fine-tuning. All multimodal datasets include metadata, modality-level annotations, and commercial licensing terms. Free samples are available on request.
