Data Labeling
5 Crowdsourcing Image Annotation Benefits in 2024
The global market for computer vision (CV) or image recognition-enabled technologies is rapidly growing. To build and implement such solutions, businesses need a lot of visual data, which needs to be collected and annotated.
Image Classification: 6 Applications & 4 Best Practices in 2024
Around 1.72 trillion1 photos are taken every year. Many are used to train digital solutions, such as self-driving systems powered by image recognition and computer vision (CV) technologies.
Human Annotated Data: Benefits & Recommendations in 2024
The global AI revolution continues as the market increases (Figure 1). However, building and implementing AI-powered solutions in your business is not easy since it involves time-consuming but important tasks, such as data collection and annotation.
Automated Data Labeling in 2024: Guide, Benefits & Challenges
Since the past decade, Artificial intelligence (AI) has brought advancements in almost every aspect of human life. The rising1 market for AI applications (See Figure 1) has created an abundance of AI use cases in every industry.
Document Annotation: In-depth Guide & Use Cases in 2024
Documentation is an integral part of any business. Whether it’s in healthcare, technology, or the food sector, accurate documentation is vital to day-to-day and long-term operations. Analyzing documents is a tedious and error-prone task. If done manually, it can lead to errors which ultimately transform into inefficiencies in the business.
Top 4 Computer Vision Challenges & Solutions in 2024
Computer vision (CV) technology is revolutionizing many industries, including healthcare, retail, automotive, etc. As more companies invest in computer vision solutions, the global market is projected to multiply 9 times by 2026 to $2.4 Billion.
Top 5 Use Cases of Computer Vision in Retail in 2024
Computer vision (CV) can be called the “eyes” of artificial intelligence (AI). It is revolutionizing almost every sector in the world, including retail. As more organizations recognize the potential of computer vision, they are investing more in improving their computer vision capabilities.
Data Labeling For Natural Language Processing (NLP) in 2024
Have you ever asked Siri to solve a math problem? Or asked about the weather from your Google assistant? Or have you used a sentence correction tool on your computer? If yes, then you have used natural language processing (NLP). NLP technology is increasingly being used to enable smart communication between people and their devices.
Quick Guide to Video Annotation Tools and Types in 2024
Video annotation tools make it possible to annotate difficult and complicated videos with higher accuracy, precision, and consistency. The global market for data annotation tools is projected to surpass $3 billion by 2028. This article explores the types of video annotation tools and how to choose the best one for your business.
Video Annotation: In-depth guide and Use Cases in 2024
As technologies such as facial recognition and autonomous driving become popular, the use of data annotation tools will also increase. The global data annotation market is projected to grow from $630 million in 2021 to over $3 billion by 2028, and video annotation accounts for a large portion of this market.