Author Archives: Pranjal Ostwal

Text annotation is the machine learning process of assigning meaning to blocks of text: whether they are short phrases, longer sentences or full paragraphs. This is done by providing AI models with additional information in the form of definitions, meaning and intent to supplement the text as written.  The texts are annotated with metadata andContinue reading “What is Text Annotation in Machine Learning ? Types of Text Annotation”

What is Lidar Data? Lidar (light detection and ranging) is an optical remote-sensing technique that uses laser light to densely sample the surface of the earth, producing highly accurate x,y,z measurements.Lidar is an active optical sensor that transmits laser beams toward a target while moving through specific survey routes. Lidar can see through objects, suchContinue reading “Image And Video Annotation for LiDAR Data”

Machine learning is a type of artificial intelligence (AI) that trains computers to think like humans do: by learning from and improving on previous experiences. Machine learning can automate almost any operation that can be accomplished using a data-defined pattern or set of rules. So, what is the significance of machine learning? It enables organisationsContinue reading “Why Machine Learning needs Data?”

Computer vision algorithms are no magic. They need data to work, and they can only be as good as the data you feed in. The development of Computer vision algorithms depends on large volumes of data, from which the learning process draws many entities, relationships, and clusters. To broaden and enrich the correlations made byContinue reading “How to collect Data for Computer Vision?”

Expansion is a tempting solution when a business begins to succeed, increasing the workload of existing employees. Increased strain on data entry may be the first symptom of the cost of success, depending on the nature of your organisation. But hold on! Why add more responsibilities to your most important and critical employees? After all,Continue reading “Challenges of In-house Data Entry: How Outsourcing can help?”

It should come as no surprise that data entry is a frequent candidate for outsourcing due to its dull and repetitive nature. Growing firms have a pressing need for a dependable and effective means to handle their digital data, and internal resources would be better spent on core capabilities. In the modern era of digitization,Continue reading “How Data Entry outsourcing is impacting businesses?”

Historically, animal farming has always been decentralized, on a scale that a few individuals can get together and manage. And until a decade ago, most animal farmers did not have access to modern technologies such as high-speed internet, smart phones and cheap computing power. Now, both these conditions are changing quickly. AI  promises precision livestockContinue reading “AI and Annotation for Livestock Management”

Most often we are attracted by something we see, and we wish to buy something similar like that. But how to search for a thing exactly the way it is in front of you.Text will not justify the search. So why not take a picture and search for the most similar items like that. ThisContinue reading “Visual Search: Why it is important and How it works?”

Video Annotation is one of the annotation processes that requires to label target objects in video footage.This information is generally added to videos by human annotators who apply outlines and labels to video frames in line with the specific requirements of each machine learning model.In most cases video annotation means teams of annotators locating relevantContinue reading “Video Annotation : Its Purpose and Use cases”

Data Annotation is the process of reviewing raw data samples and adding meaningful and informative labels to them. Data, in this context, can be any type of data, such as images, videos, audio, and text. A data label, or tag, therefore, is simply an identifying element that explains what a piece of data is. It’sContinue reading “In-house Vs Outsourcing Data Annotation Services”