Human in the Loop Artificial Intelligence: Augmenting Machine Learning Using Human Expertise
Twenty-first century is the era of science and technology and today, we are all living in a rapidly evolving world of artificial intelligence (AI). So just as AI continues to expand its wings to reach every nook and cranny. Permeating various aspects of our lives, the need for more reliable and ethical systems has become […]
Unlocking the Power of AI with Synthetic Data Generation
In the realm of artificial intelligence (AI), data alone is the linchpin that drives model training and thereby guides in the decision-making processes. However, having that said, accessing and utilizing real-world data is not an easy-peasy cakewalk. It is in fact somewhat of a daunting task. This is because such voluminous data is often accompanied […]
Survey Data Collection: An A to Z Comprehensive Guide for Effective Data Gathering
As the name per se suggests, survey data collection is a crucial process for organizations, businesses and researchers. This is because it helps gather valuable insights from the target audience. This is a method of collating data by asking questions from a group of people. Their responses are then analyzed in order to attain meaningful […]
How Does Ball Tracking Work in Sports? A Simple Guide
There’s no denying the fact that the integration of ball tracking in sports with computer vision is revolutionizing how coaches, athletes and analysts approach a game. This one-of-its-kind technological innovation has undoubtedly hung the moon, especially for the gaming wizards as it helps enhance one’s overall understanding of the eclectic gaming dynamics, thereby offering an […]
Skills and Requirements to Become a Medical Annotator
A total of 629.5 million dollars was spent on data annotation in 2021, according to market research and the healthcare industry is a major contributor to these numbers. With the increasing demand for healthcare AI tools, the requirement for medical annotators is also increasing. The primary work of a medical annotator involves adding metadata to […]
Data Annotation Automation Engineer: The Future of AI-Based Data Annotation
Data annotation is the most essential activity that helps the machine learning models to understand and interpret the world in the age of artificial intelligence (AI) and machine learning (ML). As AI pervades virtually all spheres, there is also a need for an ever-increasing supply of effective, efficient, and precise data annotation techniques. This is […]
SAM 2: Enter SAM 2, the Game Changer for Segmentation as Well
Artificial intelligence and machine learning have always changed the way people see data and interact with it. It has brought more advances than previously imagined to areas that utilize chatbots and even self-driving cars. Such a category of instruments, which has quickly gained immense popularity in the world of AI. Includes SAM 2 or Segment […]
Training AI Models With Car Damage Detection Datasets
The process of examining a vehicle for any damages either internal or external is known as ‘Car Damage Detection’. A car damage detection system comprises AI and ML algorithms combined with computer vision and pattern recognition systems. Such systems are highly competent in detecting any type of physical damage on the surface of the vehicle. […]
Field Data Collection for Your AI & ML Models
The process of gathering data from environmental or socio-economic systems that are not controlled by pre-defined experimental conditions is known as field data collection. It can be done in numerous ways including direct observation, using GPS devices and drones, or by measurements. Field data collection primarily focuses on measuring and observing the phenomenon in their […]
A Guide to Language Data Annotation
Language data annotation is the process of labeling data in text, audio, and video formats. This is done so that data can be used by machine learning algorithms. It is used in various AI applications like chatbots and virtual assistants. The prime reason behind the requirement of language data annotation is the varied and complex […]