Annotating large datasets manually can be challenging, time & resource-consuming, and error-prone for businesses. It can also be subjective and inconsistent due to differences in annotators’ interpretations. But with the right data labeling tool, you can make the process cost-effective, efficient, and consistent.Read More Top Data Annotation Tools Review & How to Enhance Machine Learning Outcomes with Human-in-the-Loop Approach
Data is crucial for industries today. Data is power, and with the advent of artificial intelligence, it has become even more important. Artificial intelligence operates on algorithms that are prepared with the help of data inputs by humans. As more industries become reliant on AI to perform tasks efficiently with minimal human error, information gathered and processed through data becomes important. Depending on the requirement of the operational usage of this data, enterprises choose to perform the task in-house or hire a data annotation service provider, to suit the need.
Artificial Intelligence & Machine learning today has become critical to innovate products, automate even the most complex tasks and uncover new insights. Computer vision is one such application of AI that is transforming industries that generate massive amounts of visual data with the help of video annotation!
Video annotation is a fantastic innovation that helps machines to recognize objects easily through computer vision. It detects the moving objects in the visuals and makes them recognizable by outlining things frame-to-frame. Video annotation is a perfect blend of human annotators and automated tools that labels the target objects in video footage. This is done to train the machine learning and deep learning models, which are further used for computer vision applications such as automatic video classification tools.
Artificial Intelligence (AI) is fast changing from a mere buzzword to ground reality in every sphere of business. An increasing number of businesses are embracing AI/Machine Learning as a solution to extract insights from huge datasets.
Digital content is breaking all boundaries and is emerging as the preferred medium for both students and educators alike. Access to digital content has given students new learning environments, with engaging, interactive and multimedia rich content created in open source formats that can be accessed on any device from anywhere.