Image Data Collection Services for ML and CV
We collect and deliver custom image datasets — fast, secure, and aligned with your AI goals.
- High-quality image data, ready for training
- From real-world scenes to rare cases
- Sourced via trusted, diverse collection methods
What is Image Data Collection in ML?
Image data collection is the structured process of sourcing, filtering, and preparing visual content to train computer vision systems. The quality and relevance of this data impact model performance in key ML tasks such as object recognition, image classification, segmentation, and more.
Why it matters:
- Quality data directly improves model accuracy and generalization
- Domain-aligned images reduce bias
- Reliable sourcing ensures privacy and legal compliance
The best models start with the right data.
Types of Image Data We Work With
Real-world photos
High-quality photos of real objects and environments in varied settings
Biometric data
Visual data for facial, fingerprint, and other recognition systems
Medical images
CT, MRI, and X-ray scans collected for computer vision in healthcare
Synthetic images
AI-generated content to simulate rare, costly, or hard-to-access scenarios
Image Data Collection Cases
Audio Data Collection for Emotion-Sensitive Voice Systems
- Development of child response systems for laughter and crying
- 750 unique audio files featuring children's voices
- 1 month
Image Data Collection for Biometric System
- Biometrics, Facial Identification
- 2,000 photographs across 50 unique sets
- 1 month
Image Data Collection for Hair Loss Classification Task
- Medicine
- 200 annotated sets
- 1.5 months
Video Data Collection for Street Weapon Detection
- Video Systems and Video Analysis
- 100 hours of video for annotation
- 28 days
Why Companies Trust Unidata’s Services for ML/AI
Share your project requirements, we handle the rest. Every service is tailored, executed, and compliance-ready, so you can focus on strategy and growth, not operations.
How It Works: Our Process
A Clear, Controlled Workflow From Brief to Delivery
Your Image Data Collection Questions Answered
Other Services
Ready-Made Datasets
Get our ready-made datasets to enhance the quality of your models and improve testing
Data Collection
Collect and enhance diverse image, video, text, and audio data for your business
Data Annotation
Get accurate data labeling and annotation for your machine learning projects
LLM Training Services
Comprehensive data services for training, evaluation, and testing of LLM models across 12 industries
What our clients are saying
UniData
Data purchase
Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.
Data is well organized and easy to…
Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.
Ready to get started?
Tell us what you need — we’ll reply within 24h with a free estimate
- Andrew
- Head of Client Success
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