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SuperBlog
Latest AI news and research materials, case studies, product updates, and more.
Featured
News
SuperAnnotate Awarded 2025 Databricks ISV Customer Impact Partner of the Year
SuperAnnotate wins 2025 Databricks ISV Customer Impact Partner of the Year for driving high-quality AI data and accelerating GenAI development.
June 10, 2025
3 min
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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
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
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