What are Image Annotation Services?
Computers & Technology → Technology
- Author Limarc Ambalina
- Published February 25, 2020
- Word count 327
Image annotation is the process of associating an entire image, or a section of an image, with an identifier label. Data labeled through image annotation is used to train autonomous vehicles, drones, and other computer vision solutions to interpret images and video.
Why Outsource?
By outsourcing image annotation services, project managers can focus on development and execution.
Types of Image Annotation Services
- 2D Bounding Boxes
Expert annotators draw and label 2D bounding boxes around the objects of interest in your images. Improve object detection in autonomous vehicles, drones, and more with our precise bounding box annotation services.
- 3D Bounding Boxes / Cuboids
3D cuboid annotation requires annotators to draw boxes around images to depict length, width, and approximate depth. Use 3D cuboid annotation services to train object recognition in autonomous vehicles, augmented reality models, and other computer vision solutions.
- Semantic Segmentation
Separate every pixel of an image into the segments you need your computer vision algorithm to recognize. Annotators meticulously annotate every object in your images with pixel perfect accuracy.
- Landmark Annotation
Label anatomical or structural points of interest in your images using landmark annotation/keypoint annotation. This is commonly used on human faces for facial recognition and emotion detection.
- Polygons
Annotate your images with pixel perfect polygons accurately drawn around objects of interest. Useful for training object localization and detection algorithms, polygon annotation is well suited for annotating objects with irregular shapes, like street signs in traffic images or houses in aerial imagery.
- Image Categorization
Provide your computer vision models with a solid ground truth using accurately classified images into a variety of categories you need your model to recognize.
How does Image Annotation outsourcing work?
-
Project set-up - Develop a custom solution based on your project objectives and timeline.
-
Production - Employ a crowd of multilingual experts get to work creating, annotating or validating your data.
-
Delivery - The project management team checks, packages, and formats the data before being sent to you for final approval.
Rate article
Article comments
There are no posted comments.
Related articles
- How EasyPDF™ Forms Save Time & Money at Home and in the Workplace
- The One and Only 15-Second Digital Lien Waiver to Complete and Submit in Record Time Using the Free Adobe Reader
- Augmented Reality (AR) in Business: Why Your Company Needs It
- Top 10 Reasons to Use Business Central’s License Plating App
- App Development: Transforming Ideas into Reality
- Eight Free Business Central Apps That You’ll Wish You Had
- Top 10 Ways Business Central Users Streamline Shipping
- The Impact of AI on Job Security and Availability in Africa: A Future at a Crossroads
- CNC Machining Vs 3D Printing: Which Technology Is Right For Your Project?
- The Future of Search: Embracing AI-Powered Search Solutions
- Low-Fidelity Vs High-Fidelity Prototypes: When To Use Each In Product Design
- MARKET SEGMENTATION
- Securing Data in the Cloud: Best Practices for the Oil and Gas Industry
- Key DevOps Practices: CI, CD, IaC, and Monitoring
- 10 Tips to Streamline Warehouse Operations with Business Central
- AI Admissions: Fair Selection or Digital Bias?
- How to Select the Best IT Recruitment Agency from Europe to Build Your Tech Team
- Evolution of the translation profession in the 21st century
- The Benefits of Open Source in Gaming and the Games It Made Possible
- Business Central Data Transfer: 10 Tips
- What Is a DC Contactor? Definition and Working Principle Explained
- Is an iPhone Worth Buying in 2024: A Comprehensive Guide
- Digital Advocacy: Myth or Future
- Best Tips for Manual Mobile App Testing to Quality App Development
- Web Developer Jobs: How to Find and Key Competencies in 2024
- The Future of Event Experiences
- Top 10 Ways to Maximize Your Job Shop Efficiency with Business Central
- Elevate Engagement: Implementing WordPress Live Chat Support
- Top 10 Ways to Improve Production Scheduling in Business Central
- Twitter Spy is the best way to track your corporate wife