Bounding Boxes, Polygons or Segmentation: Which Label to Choose
Choose the simplest label that gives the model what it must output. Boxes, polygons, masks, keypoints and cuboids compared, with five questions that decide.
Blogs
We use our domain experts to work mutually to meet the client’s need within stipulated time.
How Data Annotation Projects Are Quoted
Six things set the quote for a labeling project, and vendors charge in three ways. What each means for you, and what to send to get a firm answer.
How to Measure Data Annotation Quality
Three numbers tell you whether labeled data is good: accuracy against a gold set, agreement between annotators, and overlap for shapes. How to take each one.
How to Prepare Data for Annotation
An hour of preparation saves days of rework. Seven steps to take before your data goes to a labeling team, and a hand-over checklist.
How to Run a Data Annotation Pilot
A small batch on your real data shows whether the guideline works, what accuracy can be reached and how fast. Six steps, and what a good result looks like.
How to Write Data Annotation Guidelines
A guideline is the contract for what "correct" means. The eight things it must settle, a one-page template, and how to test it on two annotators before it costs you a dataset.
Human Feedback for Generative AI: Rating, Ranking and Red-Teaming
Generative models learn from people in three ways: examples of the ideal answer, judgements of the model's own answers, and attempts to make it fail. What each task is, and what separates good data from noise.
In-House or Outsourced Data Annotation: How to Choose
When to label data with your own team and when to hand it to a vendor. Seven questions that decide it, and the mixed model most teams end up with.
Questions to Ask a Data Annotation Vendor
Twenty-five questions to take into the first call with a labeling company, in five groups, and how to tell a real answer from a sales answer.
Bounding Box Annotation
Tight, consistent boxes around every object your model needs to find. 2D boxes, rotated boxes and 3D cuboids for object detection, drawn by trained annotators and checked in more than one pass.
Generative AI Data Services
Generative AI learns from examples and is judged by people. We supply both, from training data and prompt writing to response rating, fact checking and safety review, in more than 15 languages.
Medical Image Annotation
Training data for healthcare AI. X-ray, CT, MRI, ultrasound and pathology images labeled to your clinical guidelines, with de-identified data and strict confidentiality.
Elevate Your Digital Space with Expert Content Moderation Services
In today’s interconnected world, where the internet serves as a sprawling platform for communication and content sharing, creating and maintaining a safe, engaging, and user-friendly online environ…
E-Commerce Solutions
In today’s fast-paced digital world, e-commerce has become an integral part of the global economy. The growth of online retail and the increasing importance of e-commerce solutions have revolutioni…
Enhancing Understanding and Precision with Image Segmentation
In today’s data-driven world, the power of visual information cannot be overstated. From medical diagnostics to autonomous vehicles, from satellite imagery analysis to social media content, images …
Foreign Language Translation
In the ever-evolving landscape of global communication, the role of language and translation services has become paramount. As a company deeply entrenched in the realm of linguistic solutions, we u…
Image and Data Sourcing
In the digital age, information is power, and data-driven decision-making is at the core of successful business strategies. The importance of image and data sourcing cannot be overstated in this co…
Precision Unveiled
In the ever-evolving landscape of artificial intelligence, our company stands at the forefront, offering a service that transcends boundaries and unlocks the potential of LiDAR technology. LiDAR an…
The Importance Of Printing and Filling Forms
In the fast-paced world of today, the exchange of information and data is an integral part of our daily lives, both in personal and professional spheres. One of the most common methods of formalizi…
The Significance Of Data Entry
In the digital age, data is the lifeblood of businesses and organizations. The process of inputting, managing, and organizing data is crucial to maintaining accurate records and driving informed de…
Unlocking the Power of Product Categorization
In today’s ever-evolving business landscape, the efficient management of your product inventory stands as the cornerstone of success, regardless of whether you operate as a retailer, an e-commerce …
Audio to Text Transcription
In the ever-evolving landscape of technological advancements, the realm of audio-to-text transcription stands out as a beacon of innovation and efficiency. As the proprietor of a company deeply ent…
Image Annotation
In the era of rapid technological advancements, our company takes pride in offering a service that stands as the bedrock of cutting-edge applications in artificial intelligence – the Image Annotati…
Sentiment Analysis Unveiled
In the realm of cutting-edge technological services, few pursuits are as pivotal and transformative as the service offered by our esteemed company. As the owner of this distinguished establishment,…
Text Annotation
In the ever-evolving landscape of artificial intelligence (AI), our company takes pride in offering a cutting-edge service that stands at the forefront of technological innovation – the Video Annot…
Video Annotation
In the ever-evolving landscape of artificial intelligence (AI), our company takes pride in offering a cutting-edge service that stands at the forefront of technological innovation – the Video Annot…
Tell us about your data
Accuracy below 96.5%? We rework the project.