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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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AI
9 real-life use cases of image annotation
Explore the most common use cases of image annotation to better understand how human-powered AI and ML automation optimizes real-life operations.
June 8, 2021
6 min
News
SuperAnnotate Named to the 2021 CB Insights AI 100
We are thrilled to announce that SuperAnnotate has been named to the 2021 CB Insights AI 100 as one of the most promising AI companies in the world.
April 29, 2021
1 min
Case studies
How SuperAnnotate helps researchers in Sweden and Italy speed up image annotation
Learn how researchers at the TACK project are using SuperAnnotate to speed up image annotation of their project.
April 22, 2021
4 min
ML
Active learning for semantic segmentation
We cover the results of applying different Active Learning methods for semantic segmentation, integration to our platform, the code, and some benchmarking data.
December 23, 2020
8 min
ML
Active learning for object detection and human pose estimation
Explore the application of the Learning Loss for Active Learning algorithms in object detection and human pose estimation tasks within this article on Active Learning.
December 1, 2020
6 min
ML
Active Learning for classification models
We present our implementation of 2 active learning algorithms, their usage in SuperAnnotate's platform, share the code and some benchmarking data.
November 17, 2020
7 min
ML
How to effectively manage annotation teams during COVID-19
Learn about the ways SuperAnnotate makes managing annotation teams significantly easier, and how our methods can be applied to the Covid-19 world.
October 2, 2020
6 min
ML
How to detect 93% of mislabeled annotations while spending 4x less time on quality assurance
Explore the automaation tools within the SuperAnnotate Platform that speed up the quality assurance process substantially.
September 28, 2020
6 min
ML
Annotations for aerial imagery: Why pixel precision will be the new norm
Find out more about pixel-precision in aerial imagery, AI segmentation-based approaches, pixelwise annotation, and more.
September 23, 2020
5 min
Product
What’s new - September 2020
We’ve been super busy at SuperAnnotate these past few weeks, and we’re excited to share with you our new features and updates.
September 16, 2020
3 min
Product
What's new August 2020
Check out SuperAnnotate's new updates along with editor improvements and new features including duplicate mode, and approve/disapprove instances.
September 2, 2020
3 min
ML
Speed up image labeling using transfer learning: No code required
Scale and automate your annotation process using transfer learning. We share a tutorial on how transfer learning works and how to do it without coding.
September 1, 2020
7 min
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