Welcome to UnfoldAI 🚀; here, you will find articles, strategies, and tutorials for building production-grade AI systems
My name is Simeon Emanuilov, and I am the author behind this website. Check my background on LinkedIn.
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Addressing train-test divergence: The power of adversarial validation
Introduction Ensuring that training and testing data originate from similar distributions is paramount for achieving reliable and generalizable models in…
How to boost performance on CPU with OpenVino™ model converter
Deploying deep neural networks is an essential endeavor in ML system design. OpenVINO™, developed by Intel, is a toolkit designed…
Deploy models with TensorFlow Serving
Deploying a deep neural network is a challenging task. But luckily, there are mature tools that help us do the…
Understanding Recall: a fundamental metric in classification models
Recall is a metric used in machine learning to evaluate the performance of a classification model. Especially in contexts where…