May 8 · 2 min read · Why we built it Braille appears constantly in urban Japan — train station handrails, elevator buttons, medication packaging. It's designed to be read, but the vast majority of people can't read it. We wanted to close that gap with the simplest possib...
Join discussionApr 12 · 10 min read · Until recently, most AI systems were monolingual in a very specific sense: each system worked on one kind of input. Speech recognizers took audio and produced text. Image classifiers took pictures and produced labels. Translation systems took one lan...
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Apr 13 · 10 min read · Every multimodal AI demo you see on a conference stage has the same shape. A person holds up a picture of their fridge. The model says "you have eggs, milk, two bell peppers, and some leftover Thai food." The crowd applauds. The demo ends. Nobody shi...
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Feb 16 · 8 min read · Your ATE Is 59 Meters And You Can't Figure Out Why What a broken evaluation teaches you about the one thing cameras will never know The trajectory shape looks perfect. The depth maps look great. The network converged smoothly. But the evaluation pri...
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Feb 11 · 4 min read · Manual inventory management is a pain. Staff manually counting items, typing product names, and dealing with inevitable typos - it's slow, error-prone, and often means your inventory records are outdated before they're even saved. But what if you cou...
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Jan 31 · 5 min read · 目标：把 Ontology（标签本体）→ Vision（标签提取）→ Embedding（TES 向量生成） 这条“可验证的最小链路”完整记录下来，作为博客发布与后续迭代留档。 范围：本篇只覆盖 V1（可预测、可回放、可验收） 的工程实现；不讨论完整业务（Recommendation / Planner / UI），也不讨论 Vision 的真实大模型接入（留给 V2）。 0. 当前项目结构与约定 0.1 仓库关键目录 gateway/：Java Gateway（统一入口、显式路由、Fea...
Join discussionJan 23 · 3 min read · Today, more parents than ever are searching for answers about glasses number in children and child eyesight problems. Many come worried and say, My child is so young, why does my child need glasses? This concern is completely natural. Seeing your chi...
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Jan 12 · 3 min read · Today i don’t want to talk about ML/AI there has been lots of said and the Internet is full of the buzz , December 17-20 IIIT Hyderabad Team presented a paper with the same name as the title of this blog and it went Viral for the eye catchy and easy ...
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Sep 20, 2025 · 9 min read · Introduction: Linear regression is like drawing a straight line that best fits the data points. In computer vision, we can use this simple idea to predict things from images. Even though it is a fundamental model, it helps us understand how machines...
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Sep 2, 2025 · 6 min read · Computer vision is one of the most fascinating branches of artificial intelligence. At its core, it is about teaching machines how to perceive and interpret the visual world in ways that echo, and sometimes even surpass, the capabilities of living or...
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