Bounding Boxes in Computer Vision: Uses, Best Practices for Labeling, and More
Bounding boxes are rectangular region labels used for computer vision (CV) tasks. In supervised machine learning (ML), an object detection model uses bounding box labels to learn about the contents of an image. The bounding box labels objects or features of interest...
What Is Polygon Annotation and How Does it Work?
Polygon annotation is an essential labeling technique for supervised computer vision (CV). Objects are labeled with polygon annotations to create a dataset, which is fed into a supervised CV model. The model learns from the annotations, enabling it to predict...
What is Video Annotation for AI?
Computer vision (CV) was formerly focused on identifying and classifying information from still images but has now evolved to respond to complex video data. Video annotation has emerged as a critical component for developing AI applications that understand and respond...
The Most Important Natural Language Processing (NLP) Techniques Explained
Do you struggle to optimize your website’s keywords for search engine ranking? Are you tired of manually analyzing and selecting keywords for your content? Natural Language Processing (NLP) techniques may be your solution. NLP is a branch of artificial intelligence...
What Does a Data Annotator Do?
In the era of artificial intelligence and machine learning, data annotation has emerged as a critical process. This article delves into the role of a data annotator, an often-underestimated professional who aids in training AI systems by labeling and categorizing data. We...
6 Best Image Annotation Tools in 2023
In 2023, there are several image annotation tools that stand out for their advanced features, ease of use, and competitive pricing. These tools are designed to streamline the annotation process and enhance the efficiency of any annotation workflow. In this...
Image Annotation: Everything You Need to Know
As technology continues to advance, the demand for image recognition and object detection has skyrocketed. From self-driving cars to medical imaging, accurate and reliable data annotation is crucial for these AI systems to function effectively. This comprehensive guide covers everything...
Transforming Tree Counting for Large-Scale Farming
The large-scale oil palm plantation and the orderly rows of banana trees might look serene, but their management presents complex challenges. From overseeing the hectares of plantation to keeping an eye on the dying plants and restoring the health of...
V7 and Aya Data Announce Partnership for Accelerating Visual AI Development
Today V7, the leading data annotation platform for building AI, and Aya Data, the largest data services and AI solutions provider in West Africa, are delighted to announce our partnership for end-to-end training data delivery, enabling customers to accelerate AI development at scale....
Leveraging Big Data and AI to Regrow West Africa’s Rainforests
How Aya and Oko are Advancing the Next Step in ClimateTech 1. The Client Oko Environmental is bringing ClimateTech to West Africa. Through the pioneering reforestation methodology of Assisted Natural Regeneration (ANR), Oko is committed to combating climate change through...