Data AnnotationThe ultimate checklist for outsourcing your data labeling pipeline
Choosing a data annotation partner is one of the most crucial decisions machine learning teams can make because it directly affects their go-to-market strategy. Crucial decisions call for careful planning. Explore our checklist to help you find the right AI data solutions partner.
Computer VisionAutomotiveVideo annotation for computer vision
Video annotation enriches video data by adding object information tags across every frame. Discover different video annotations, their popular computer vision applications and the benefits of video labeling automation.
Computer VisionYour complete guide to image segmentation
Discover a robust guide to image segmentation, a data labeling technique used to segment object pixels to train computer vision models
AI Best PracticesA realistic decision framework for your data labeling strategy
Learn more about the myths surrounding data labeling workflows and budgets in order to build effective labeling strategies for machine learning.
Data AnnotationHow to select the best data annotation company
As the list of managed data service providers grows, how do you decide which to trust? Find tips for selecting the right data annotation company for your project.
AI Use CasesA primer for understanding reinforcement learning
Reinforcement learning is a dynamic AI tool that can help improve business decision-making processes. Learn more about its unique value proposition in this primer.
Data Validation & RelevanceHow do recommender systems facilitate great CX?
A recommender system uses machine learning to predict the likelihood that a user will prefer a particular item or service. Learn how these systems facilitate great experiences that keep customers coming back for more.
Data Validation & RelevanceHow to improve online ads with AI data
More and more brands are using machine learning and computer vision in their advertising. Discover the risks and benefits.
Responsible AIHow to mitigate bias in artificial intelligence models
If you train your model with biased data, it will learn and even amplify those biases. Here’s how to address bias in artificial intelligence models.
Computer VisionComputer vision through the ages
Uncover the history of computer vision, deep learning and neural networks, and learn how their developments could meaningfully impact businesses and society as a whole.
Linguistic AnnotationFour types of audio transcription and when to use them
There are a wide variety of audio transcription services. In this article, we’ll help you to figure out which type of audio transcription is best for you.
AI Best PracticesThe human side of AI and data annotation
When most people think of AI, they think of computers and exuberant datasets. But humans are the most critical piece of any AI project. Learn why.
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