Image data collection services
for computer vision AI models

Get high-quality, diverse image datasets to train your AI models on real-world objects, environments, and visual patterns. LXT delivers at scale through managed image data collection services – always freshly captured, fully consented, and tailored to your technical requirements.

Connect with our image data experts

Why leading AI teams choose
LXT for image data collection

Global & Scalable

Image data collection in 150+ countries, 1,000+ language and cultural locales

Large, Qualified Workforce

Over 8 million contributors and 250,000+ qualified specialists across 100+ areas of expertise

Data Diversity

People, objects, scenes, lighting, perspectives, and environments

Fast Turnaround

High throughput rates with managed service and direct app upload

Quality Assured

Multi-layer QA, ISO 27001, GDPR, and HIPAA compliant

Custom-Built

Datasets tailored to your model and application requirements

Our image data collection services at a glance

LXT delivers scalable, expert-led image data collection services for computer vision and visual AI applications. All images are freshly captured by contributors following detailed instructions and demographic filters. We operate in 150+ countries and support diverse formats, scenes, and environments. Data is always gathered securely – via our platform or yours – and delivered in your preferred format.

People & poses

Images featuring contributors performing gestures, holding objects, or demonstrating facial expressions in everyday environments.

Use Cases:

Pose estimation and gesture recognition
Facial analysis for emotion detection
Smart device interaction training

Pet & animal imagery

Photos of domestic animals (e.g., cats, dogs, birds) captured in varied settings, poses, and lighting conditions – ideal for training models to detect, classify, or track animals.

Use Cases:

Pet recognition in consumer apps
Veterinary diagnostic support
Smart home motion filtering (pets vs. humans)

Product & object images

Photos of tools, goods, packages, equipment, or appliances from multiple angles, lighting conditions, and surfaces.

Use Cases:

Object classification
Inventory and logistics AI
Augmented reality or retail AI

Scene & environmental shots

Indoor or outdoor settings – rooms, streets, stores, parks – with varied lighting, weather, and perspectives.

Use Cases:

Scene recognition
Navigation or robotics perception
Context detection and segmentation

Document & screen captures

Images of printed forms, handwritten notes, computer screens, or interfaces captured with diverse devices.

Use Cases:

OCR training
Interface recognition
Form classification

Multicultural & demographic coverage

Targeted image capture across ages, ethnicities, geographies, and cultural contexts.

Use Cases:

Bias reduction in visual AI
Inclusive face detection
Regionally relevant UI training

How our image data collection
process works

Our image data collection workflows follow a clear, step-by-step approach that ensures speed, accuracy, and scalability. From first briefing to final delivery, every dataset is aligned with your model’s exact requirements.

contact and project briefing for image data collection

Reach out to our team to discuss your image data collection project goals, dataset requirements, and compliance needs. We’ll prepare a detailed proposal based on your specifications.

Define scope, target locales, device mix, consent flows, and success metrics. Set timelines and establish communication channels.

Run a small pilot to validate collection guides, instructions, and edge cases. Optimize for throughput and data quality before scaling.

Launch the full program with monitored progress, contributor support, and transparent dashboards.

Apply multi-layer QA: programmatic checks, human review, and compliance validation with issue feedback loops.

Package clean, well-labeled datasets with documentation, schemas, and delivery via your preferred method.

Refresh or extend the dataset over time to cover new scenarios, devices, and geographies.

Quality & security

LXT ensures strict quality checks and secure data handling across every stage of your image data collection project. All contributions are validated and processed under enterprise-grade compliance standards.

Vetted & filtered workforce

Contributors are carefully selected based on your project’s demographic, technical, or domain requirements.

Enterprise compliance

ISO 27001-certified facilities, GDPR, and HIPAA compliant.

Optional pretraining

For specific capture instructions, contributors may complete task alignment before collecting data.

Data privacy

Mutual NDAs available, with secure handling via VPN or VPC options if required.

Multi-layer QA

Accuracy checks at every stage, with gold tasks, peer review, and automated validations.

Secure infrastructure

Encrypted file transfer and strict access controls for sensitive datasets.

FAQs on our LXT image data collection services

Yes. We can execute mutual NDAs and support enterprise data-handling requirements. Provide your standard terms or request ours.

It depends on the number and type of images, contributor requirements, regions, and metadata. We provide custom quotes based on your specs.

We combine clear guidelines, contributor vetting, optional pretraining, pilot calibration, gold tasks, multi-pass reviews, and analytics to track accuracy before delivery.

We deliver in JPG, PNG, TIFF, RAW, or other required formats. Metadata such as camera type, resolution, and timestamp can be included.

We offer flexible engagement models to fit your workflow. You can:

Let LXT fully manage your image data collection end-to-end on our secure platform
Integrate your project into our contributor environment via iframe or API
Use our global contributor network (“crowd as a service”) to scale your existing projects

Our team will help identify the best setup during project scoping.