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Latest AI news and research materials, case studies, product updates, and more.
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LLM Evaluation: Frameworks, Metrics, and Best Practices
LLM Evaluation: Practical insights on metrics, frameworks, tools, challenges, and best practices for robust AI performance.
November 5, 2025
8 min
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Case studies
How SuperAnnotate helped Percepto cut the time to complete annotation projects by 60%
Learn how Percepto was able to implement a scalable annotation infrastructure, find high-quality outsourced annotation teams and get lightning-fast annotations.
October 7, 2021
3 min
Computer vision
Introduction to computer vision: History and applications
Heading into your computer vision journey? Look no further! Our subtle introduction to computer vision will set the start.
October 5, 2021
7 min
Computer vision
Computer vision applications in retail
If revolutionizing your retail store is a top priority of your own, these computer vision applications are a must-read for you!
September 23, 2021
6 min
Case studies
How Spacept accelerated annotation projects with SuperAnnotate
SuperAnnotate’s pixel-accurate and user-friendly tools, particularly the Smart Segmentation tool, improved the quality of Spacept’s annotations.
September 8, 2021
3 min
Computer vision
Introduction to bounding box annotation: Best practices
How do you annotate your images? Learn more about bounding box annotation best practices and use cases in a single comprehensive post.
September 7, 2021
6 min
AI
AI fire detection: Forests safeguarded by computer vision
Can we use computer vision to protect forests from fires? How does AI predict, respond and protect against fires? Find out more in this blog.
August 19, 2021
4 min
ML
Video annotation for machine learning: Opportunities and challenges
Let’s dive into the fundamentals of video annotation for machine learning. Explore the opportunities and challenges while annotating videos.
July 22, 2021
5 min
Product
The models we love
The story about vision of vision.
July 13, 2021
7 min
ML
The ultimate guide to training data and why it is important
Wondered why training data is paramount to your ML model performance? Get all your questions answered in this article.
June 30, 2021
5 min
ML
Outsourcing your data annotation project: How to choose the right data labeling service
Thinking about outsourcing your data annotation project? Find out whether it's the right choice and how to choose the perfect service provider.
June 24, 2021
5 min
Case studies
How Altris AI achieved 12% increase in model accuracy by switching to SuperAnnotate
Altris AI compared SuperAnnotate and Labelbox and shared how SuperAnnotate decreased their annotation cost and drastically increased their annotation quality.
June 22, 2021
3 min
ML
7 key considerations to develop a scalable annotation pipeline
Have you ever wondered how to scale your annotation pipeline fast? Make sure to check out the top 7 considerations for better results.
June 17, 2021
8 min
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