Data Labeler

Transformers – A Deep Learning Model for NLP

The Transformer is a Deep Learning Model that was introduced in 2017 and is mainly used for Natural Language Processing Tasks. It is mainly designed to handle sequential data for carrying out tasks such as text summarization and translation. Let’s take a deep dive into its architecture and why it is considered better than the […]

Data Labeling Approaches for Machine Learning

Data Labeling is one of the key factors that determine the quality of a machine learning project. Although data labelling tasks are time-consuming and can get very complex, by selecting the right approach, your machine learning project can steer clear of any quality or accuracy hurdles. In this blog, we have listed out 5 data […]

Understanding Facial Recognition

The basic concept behind Facial Recognition involves identifying a human face using technology. It can be defined as a software application that recognizes a person by comparing or discovering patterns from his/her unique facial contours. Since every individual has a unique facial structure, this technology can analyze the features, match them with the information in […]

What is Training Data?

Machines are replacing humans in routine and manual jobs because of the faster processing speed and storing knowledge advantage they have over humans. One can even leverage their speed and turn them into intelligent machines. Here is where the Training data comes into the picture. By feeding them with relevant data, machines can be trained […]

Natural Language Processing and its Uses

Natural Language Processing and its Uses Natural Language Processing is a branch of Artificial Intelligence that enables the machines to read, understand and interpret the human language. Its main focus lies in the interaction between human language and Data Science. Most of the techniques used in NLP depend on Machine Learning and Deep Learning to […]

Data Labeling Services

Data Labeling Services Data labeling involves the process of tagging data with specific labels that helps to identify certain properties or classifications or characteristics of objects contained within an image or a video. The process comprises of tasks such as annotation, tagging, transcription or processing of data. Labeled data highlights data features such as properties, […]

Cuboid Annotation – Annotating 3D Objects with 2D Data

Cuboid Annotation – Annotating 3D Objects with 2D Data Building a 3D representation of the world from 2D images is one of the major concerns in Computer Vision. The initial step that helps to achieve this is annotating 3D objects with 2D data using Cuboids. What is Cuboid Annotation? Cuboid Annotation is the task of […]