Dec 25, 2025 · 5 min read · In the world of fashion, trends move at the speed of social media. A “Barn Jacket” isn’t just a jacket; it is a specific cultural signal for Fall 2025. However, foundational AI models are often frozen in time. Even state-of-the-art models like Fashio...
Join discussionDec 20, 2025 · 1 min read · Short-form content dominates every platform. But manually clipping videos is: Time-consuming Repetitive Not scalable So I built Magiclip. The idea was simple:Take a long video → output multiple short, subtitle-ready clips automatically. Behind t...
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Nov 26, 2025 · 2 min read · RAG has three important steps: Retrieve, Augment, and Generate.This is the fundamental pipeline used in most LLM applications today. 1. Retrieve Retrieve means finding the most relevant data from your knowledge source. Sources can be: Text document...
Join discussionJun 17, 2025 · 4 min read · 🧠 Introduction Traditional image classification models need to be trained on a fixed set of labeled classes. But what if we could classify new images into any category we want, without retraining the model? That’s where zero-shot classification come...
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Jun 7, 2025 · 13 min read · Have you ever wondered how modern AI systems can understand both images and text in the same context? How can you search for a "red evening dress" and get visually relevant results, or upload an image and find similar-looking products? Welcome to the...
Join discussionJun 4, 2025 · 3 min read · 1. Situation + Task I wanted to explore how semantic image search works, the kind where you can either type a text prompt like “a tiger in the wild” or upload an image, and the system returns visually or semantically similar images. To try this out, ...
Join discussionMay 12, 2025 · 3 min read · Paper: Learning Transferable Visual Models From Natural Language Supervision, Radford et al. (2021) Introduction As we discussed in previous posts, Contrastive Learning isn't new. For example, FAIR's Moco was published in 2019, along with many other ...
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May 9, 2025 · 5 min read · 1 Backgroud Biomedical data is inherently multimodal, encompassing both physical measurements and textual descriptions. To support research in this domain, researchers [1] introduced PMC-15M, a large-scale biomedical dataset comprising 15 million ima...
Join discussionMay 5, 2025 · 3 min read · Introduction LLMs were created as text-only chat bots as an artifact of their training paradigm: they learn to predict the next token (~word). Photos, videos and other richer media don’t have words and therefore were naturally excluded from the train...
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Dec 21, 2024 · 1 min read · Cartoon Frog Silhouette Clipart: 🔍 Check out Cartoon Frog Silhouette Clipart now! Explore this 📁 printable illustrations and claim your 🆓 free download here. Let's start crafting together! 🚀 Cartoon frog silhouette clipart High quality, accuracy ...
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