---
title: "Discussion on \"How Computer Vision Learned to See: A Technical History of Where Visual Knowledge Lives\" | Hashnode"
description: "Discussion on \"How Computer Vision Learned to See: A Technical History of Where Visual Knowledge Lives\". How visual knowledge moved from hand-built features to CNNs, transformers, multimodal systems, and promptable segmentation."
url: "https://hashnode.com/posts/how-computer-vision-learned-to-see-a-technical-history-of-where-visual-knowledge-lives/6a67a5a45f977ed568decd15"
---

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# [How Computer Vision Learned to See: A Technical History of Where Visual Knowledge Lives](https://joshua-nwachinemere.hashnode.dev/how-computer-vision-learned-to-see-a-technical-history-of-where-visual-knowledge-lives?utm_source=hashnode&utm_medium=feed)

How visual knowledge moved from hand-built features to CNNs, transformers, multimodal systems, and promptable segmentation.

Jul 27 · 18 min read · joshua-nwachinemere.hashnode.dev  
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-   [#computer-vision](https://hashnode.com/tag/computer-vision)
-   [#deep-learning](https://hashnode.com/tag/deep-learning)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#ai-history](https://hashnode.com/tag/ai-history)

## Written by

[Joshua Nwachinemere](https://hashnode.com/@dk3yyyy)

@dk3yyyy

  
[View profile](https://hashnode.com/@dk3yyyy)

AI Engineer building applied AI systems, automations, and developer tools.

I’m an AI engineer and founder of VolyxAI, building practical AI systems, automations, and developer tools. I write about applied AI, machine learning, autonomous agents, and lessons from shipping real products.

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