by Superb AI | Apr 18, 2022 | Uncategorized
This is a 3 part series. To view Part 1 click here. Introduction Implementing state-of-the-art architectures, tuning model hyperparameters, and optimizing loss functions are the fun parts of machine learning. Sexy as it may seem, behind each model that gets deployed...
by Superb AI | Apr 8, 2022 | Uncategorized
Computer vision applications, in specific, and machine learning applications, in general, rely heavily on data to train the models. In production systems, input data is fed into the model to make inferences. These production systems then use the inference outputs as...
by Superb AI | Apr 1, 2022 | Uncategorized
Introduction In computer vision and machine learning operations, data labeling is an essential part of the overall workflow. For reference, data labeling is the process by which raw images, video, or audio files are identified and annotated individually for machine...
![An Introduction to Bounding Boxes [+ Best Practices]](https://ai-infrastructure.org/wp-content/uploads/2022/03/Feature-image-1080x675.jpeg)
by Superb AI | Mar 18, 2022 | Uncategorized
Introduction These days, artificial intelligence is a part of our everyday lives. Whether it’s the sensors in our cars telling us not to switch lanes or a camera filter on our smartphones, machine learning algorithms are being put to work. In the past 20 years, we’ve...
by Superb AI | Dec 10, 2020 | MLOps, Monitoring
Today’s enterprises rely on machine learning-powered predictions to guide business strategy, such as by forecasting demand and mitigating risk. For an increasing number of businesses, machine learning (ML) underpin their core business model, like financial...
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