Data Annotation Services
Good Data = Awesome AI
Bad Data = Awful AI
Good Data = Awesome AI
Bad Data = Awful AI
Feed Properly Annotated Data To Your ML Models With Our Data Labeling Services
A Machine Learning model is like a baby. If you teach wrong things, it will learn to interpret things wrongly. An improperly annotated dataset can make your ML model interpret Huskies as wolves! And this is where data labeling companies come in. We get it; in the exciting world of Artificial Intelligence, labeling the data in the datasets is perhaps the most boring, unsexy work. Yet, at the same time, no ML model in the world can work as intended if it is fed with improperly labeled data.
Our Data Labeling Company in India Understands the Importance of Properly Annotated Data
Challenges That Our Data Annotation Service Addresses
Our data annotation services address all the pre-processing problems pertaining to data labeling. Since data is the backbone of any neural network, it is essential that you address these challenges to make the ML model work as intended.
Our Solution To These Data Annotation Challenges
Our data labeling company successfully addresses all these challenges.
Special Focus On Maintaining Objectivity –
At our data annotation company in India, we have a two-stage data labeling paradigm. During the first stage, the first data annotator labels the data. And then, in the second stage, the reviewer reviews the labels to make sure that quality and objectivity are maintained. We specifically hire people who know how the English language works.
Enough Bandwidth To Handle The Workload
Our primary business is writing content. Hence as an agency, we have access to more than enough writers with domain expertise. We can build a team of data labelers for you on short notice. And our two-step data labeling process makes sure that our services remain top-notch.
We Hire Domain Experts
We acknowledge the fact that data labeling can’t be done properly if we assign the work to anybody and everybody. A person with a STEM background won’t have any deep knowledge of the law. Similarly, a lawyer won’t have deep knowledge of STEM subjects. This is why we hire domain experts based on the type of data that we annotate.
Privacy-Focused Data Annotation Services
When it comes to data labeling, not all data will be in the public domain. Sometimes, businesses need to train their ML model with their own enterprise data that might have sensitive entails about their customers. We take privacy very seriously while handling such data. We go into a binding Non-Disclosure Agreement with our clients, and all our data labeling work is conducted within the office premises and on Windows-certified, virus-free machines.
Our Data Annotation Services
Image Annotation Services
Image Annotation
We annotate, tag and provide titles or descriptions to images that are intended to be fed to the ML system. We make no assumptions while annotating images, and we label the images based on what they display.
Sentiment Evaluation Service
Sentiment Evaluation
As part of our NLP data labeling services, we specify what kind of emotion is being displayed in a given sentence. Since a sentence can have a deeper meaning than what is implied on a surface level, we assign language experts for this job.
Audio Classification Services
Audio Classification
From transcribing audio to classifying audio snippets based on the requirement - we provide a host of audio classification services. We have writers who specialize in English, Hindi and Bengali audio samples.
Semantic Segmentation Service
Semantic Segmantation
The word - ‘Glasses’ can mean either spectacles or glassware. How can an ML model understand the difference? This is where semantic segmentation comes in. We label specific pixels of specific elements shown in the image in order to teach the model how to differentiate between various images and the concept they are associated with.
Video Data Annotation Services
Video Data Annotation
We provide services like key-point annotation to label objects shown in videos. As part of key-point annotation, we further provide data annotation services for AI that are used for facial expression recognition, human body part recognition etc.
Object Classification With Bounding Box
Object Classification
Sometimes an image can have too many similar elements in it. For example, how do you teach an ML model to differentiate between a cat and a small dog? This is where bounding box-based object classification comes in. We offer such object classification for computer vision and other projects.
Polygon Annotation Services
Polygon Annotation
We have image label annotators who are skillful in photoshop. These annotators use polygon annotation to label images of real-world objects that are not entirely rectangular or entirely circular. For example, we use polygon annotation to specify the shape of vehicles, household objects, animals, and humans - all of them have non-rectangular shapes.
Handwriting Recognition Services
Handwriting Recognition
Our data annotation service also includes handwriting recognition. Our English content writers specialize in identifying words and sentences written by hand (or finger, in case the text is written on a touch screen).
Our Story
Why – as a Digital Marketing Agency – We Support Artificial Intelligence? Won’t They Take Away Our Job?
According to the author of the book – The Innovator’s Dilemma – when a company doesn’t embrace disruptive technology, it soon becomes redundant. For example, Blockbuster – the offline video rental company – failed to adapt to the changing world. Netflix and its online-first approach toppled it from the leading position.
We don’t want this to happen to us. That is why, despite being a content marketing agency, we support Artificial Intelligence.
Our data labeling service is our way of embracing disruptive technology before it gets too late.
