Image data collection for computer vision AI systems
Why leading AI teams choose
LXT for image data collection
Global & Scalable
Image collection in 150+ countries, 1,000+ language and cultural locales
Large, Qualified Workforce
Over 7 million contributors and 250,000+ qualified specialists across 100+ areas of expertise
Data Diversity
People, objects, scenes, lighting, perspectives, and more
Fast Turnaround
High throughput rates with managed service and direct app upload
Quality Assured
Multi-layer QA, ISO 27001, SOC 2, GDPR, and HIPAA compliant
Custom-Built
Datasets tailored to your model and application requirements
Scalable, expert-led image data for AI training
LXT delivers managed image data collection services to power the training of computer vision AI systems. Our worldwide network captures and delivers authentic, diverse, and quality-checked datasets—securely, on time, and at scale.
Our image data collection services at a glance
Image capturing
We capture images to your exact specifications covering people, objects, scenes, and environments in varied lighting, perspectives, and settings. Geo-data, time stamps, and metadata can be included as needed.
Capture & upload with LXT+clickworker mobile app
Our global network captures images via secure iOS/Android app with custom settings, metadata collection, and instant secure transfer for immediate processing – ensuring fast, consistent quality worldwide.
Image annotation
We label and mark image elements with bounding boxes, polygons, or segmentation to give your AI model clear training data for object detection and scene understanding.
Image transcription
We extract key information from images, including visible text, object details, and scene attributes, enabling better search, categorization, and OCR-based AI training.
Image classification
We categorize and filter images by type, quality, or relevance, ensuring your AI model is trained only with accurate, context-appropriate data.
How our image data collection
process works
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
Vetted & filtered workforce
Contributors are carefully selected based on your project’s demographic, technical, or domain requirements.
Enterprise compliance
ISO 27001-certified facilities, SOC 2, GDPR, and HIPAA compliant.
Optional pretraining
On request, contributors receive pretraining to ensure they fully understand and meet your guidelines before work begins
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.
Industries and use cases
Our image data collection services support a wide range of computer vision applications across multiple industries.
Automotive
Training perception systems for autonomous vehicles, recognizing road signs, detecting pedestrians, and identifying obstacles in varied conditions.
Retail & eCommerce
Enabling visual search, product recognition, shelf monitoring, and automated inventory management.
Security & surveillance
Powering facial recognition systems, anomaly detection, and real-time monitoring in sensitive or restricted areas.
Healtcare
Supporting medical imaging AI for dagnostics such as tumor detection, anomaly identification, and image-based triage.
Technology & consumer devices
Improving image recognition in camera apps, gesture-based interfaces, and smart home devices.
Agriculture
Identifying crops, pests, and plant health status from field imagery to support precision farming.
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.
Pricing depends on multiple factors, including dataset size, image complexity, annotation needs, geographic diversity, and turnaround time. We provide customized quotes based on your exact requirements.
We combine clear guidelines, contributor vetting, optional pretraining, pilot calibration, gold tasks, multi-pass reviews, and analytics to track accuracy before delivery.
We can deliver in standard formats such as JPG, PNG, and TIFF, or in your preferred format upon request.
Further data collection services
Expand your AI training data capabilities with our full range of collection services: