Data Collection for Computer Vision Models
Empower your computer vision models with Sapien's data collection services designed for precision, scalability, and real-world application performance
Key Features
Image and Object Annotation
Capture and curate high-quality data from images and videos, for accurate datasets for training computer vision models across diverse environments
.jpg)
3D Data Collection and Segmentation
Collect 3D data with pixel-perfect accuracy, providing comprehensive spatial datasets that help models understand and interact with real-world objects
Multi-Modal Data Collection
Gather and integrate data from various sources, including LiDAR, RGB cameras, and depth sensors, to improve your models' ability to handle complex environments like autonomous driving
Real-Time Video Data Capture
Collect and process dynamic video data for real-time computer vision applications, from object tracking to activity recognition
Challenging Environment Data Capture
Gather data in difficult conditions, including low-light, occluded environments, or noisy inputs, ensuring your models can perform reliably in the real world
Custom Quality Assurance
Sapien’s human-in-the-loop and automated quality control ensure that collected data meets the highest standards of accuracy and consistency, eliminating model development errors
Sapien's Computer Vision Data Collection with Zoox
For Zoox, Sapien collected and labeled 3D image and video data to support autonomous vehicle development. This high-quality dataset enables computer vision models to detect objects, understand spatial environments, and navigate safely.
Use Cases
Autonomous Vehicles
Collect multi-sensor data to help autonomous vehicles navigate and understand their surroundings. Capture data for object detection, lane identification, and obstacle avoidance, improving safety and performance in real-world conditions.
Healthcare and Medical Imaging
Collect critical data for medical imaging applications like tumor detection and organ segmentation. Enable models to identify medical conditions with greater accuracy, improving diagnostic tools and treatment outcomes.
Retail and E-Commerce
Capture product images, in-store activity, and customer interactions. Build datasets to train models for inventory management, automated checkout, and behavior analysis, enhancing the retail experience.
Security and Surveillance
Use data collection to power surveillance models for facial recognition, crowd monitoring, and behavior detection. Collect diverse real-world data to train more accurate and reliable security systems.
Manufacturing and Robotics
Gather data for defect detection, quality control, and robotic guidance in manufacturing. Help your models recognize components, detect issues, and guide autonomous machines with precise, real-world data.
Accelerate Computer Vision Model Training with High-Quality Data
Sapien combines custom data collection strategies and quality assurance processes to provide the accurate, contextually relevant data your models need.
Whether you're developing for autonomous vehicles, healthcare, or industrial robotics, Sapien’s expertise in data collection ensures the precision and quality necessary for accurate, powerful computer vision AI models and projects.
Why Sapien?
Data Collection Expertise
Our team specializes in capturing complex datasets, including 2D, 3D, and multi-modal data, to support a variety of computer vision applications
Customized Project Plans
We tailor our data collection processes to your specific computer vision model requirements, ensuring the highest-quality data and optimal model performance
Human-in-the-Loop QA
Our hybrid human-in-the-loop and automated quality assurance process guarantees that collected data remains accurate and relevant, even in challenging conditions like low-light or occlusion
Scalable Global Workforce
Our decentralized network of trained data collectors can scale to meet the needs of any project, ensuring timely and comprehensive data collection
Custom Collection Modules
Sapien develops tailored data collection modules and tools that support diverse data types, including image, video, and multi-sensor data from different environments
Collect Data for Autonomous Vehicles and Computer Vision AI Models
Schedule a consult with our team to learn how Sapien’s data collection services can enhance your computer vision projects with a custom data pipeline