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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Discovering CLIP: The bridge between text and images
In this post we’re going to unravel the magic behind a interesting model from OpenAI called CLIP, short for Contrastive Language-Image Pre-training.
Converting images to vectors using Vector Forge and CLIP
In a world increasingly driven by visual content, the ability to seamlessly transition between images and numerical representations is more …
Effortless large-scale image retrieval with FAISS: A hands-on tutorial
In the modern realm of data science and machine learning, dealing with high-dimensional data efficiently is a common challenge…
What is ReLU activation?
In today’s blog post we will take a look of very common activation function, called Rectified Linear Unit (ReLU). But first – what is activation functions in general? In short, it is a critical part of neural networks. Without it, neural networks would be linear models, which are not able to learn complex patterns.