by Superb AI | Jul 18, 2023 | Uncategorized
The concept of embedding in machine learning can be traced back to the early 2000s, with the development of techniques such as Principal Component Analysis (PCA) and Multidimensional Scaling (MDS). These methods focused on finding low-dimensional representations of...
by Superb AI | Aug 22, 2022 | Uncategorized
Is it possible to make artificial intelligence more accessible to companies, both large and small? Our latest episode is with Hyun Kim, Co-Founder and CEO of Superb AI, that is aiming to solve this challenge and building a platform that aims to make shipping AI models...
by Superb AI | Jul 13, 2022 | Uncategorized
Introduction Common reasons behind computer vision projects failing are (1) a failure to make it to production, (2) the time where your coveted computer vision scientists and engineers spend too much of their time on menial tasks, and (3) increased governance risk. It...
by Superb AI | Jun 2, 2022 | Uncategorized
With the rise of the data-centric AI movement (of which computer vision is a subset), the spotlight has been shifting from algorithm design to dataset development. Data is the highest contributor to model performance for many modern neural network architectures....
![An Introduction to Image Classification [+ Superb AI Tutorial]](https://ai-infrastructure.org/wp-content/uploads/2022/04/61d73c9fbba15aa4823a1feb_Thumbnail01-p-1600-1080x675.png)
by Superb AI | Apr 29, 2022 | Uncategorized
Introduction In the world of computer vision, accuracy is critical. If your model isn’t detecting images correctly, then its application in the real world can be rendered useless, or worse, dangerous. A computer vision model that incorrectly identifies objects can...
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