One of the most crucial phases in creating computer vision and image recognition systems, which entails identifying, getting, characterizing, and evaluating outcomes from digital images or videos, is image annotation. AI applications frequently employ computer vision, including security, medical imaging, autonomous cars, and others. As a result, image annotation is essential … [Read more...] about Why is image annotation useful?
Although artificial intelligence has tremendous potential to improve the health of millions worldwide, it can also be misused, causing harm," a report on AI compiled by the World Health Organization (WHO) states. Providing a valuable guide for countries on how to maximize the benefits of AI while minimizing its risks and avoiding its pitfalls, this report is an important … [Read more...] about 7 Key WHO Measures to Ethically Enable AI for Strengthening Global Healthcare System
AI is expanding in every industry, especially in retail, where experts estimate that spending on AI will be $12 billion by 2023. They projected the retail industry to grow from 23.6 trillion U.S. dollars in 2018 to around 26.7 trillion U.S. dollars by 2022. The enormous growth has led to major competition in the industry. To sustain the competition retailers, need to gear up … [Read more...] about How Data Annotation is Important to Retail’s AI Adaptation
Increasing urbanization and the nature-exploiting attitude of resource-hungry humankind exposed almost every region on the planet earth to disasters and climate risks. Shocking as it may sound but true that natural disasters in the last two decades accounted for nearly 80% of global economic losses in terms of death tolls and assets & … [Read more...] about Top 4 Emerging Technologies for Better Disaster Risk Management
The technique of labelling video clips is known as video annotation. This is done in order to prepare it as a dataset for deep learning (DL) and machine learning (ML) models to be trained on. Computer vision applications, such as automatic video categorization tools, utilise these pre-trained neural networks. Machine Learning engineers predetermine the parameters that are … [Read more...] about 4 Applications of Video Annotation for Deep Learning