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Two Minute Papers

Photorealistic Images from Drawings | Two Minute Papers #80

By Advanced AI EditorJune 30, 2025No Comments1 Min Read
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The Two Minute Papers subreddit is available here:

By using a convolutional neural networks (a powerful deep learning technique), it is now possible to build an application that takes a rough sketch as an input, and fetches photorealistic images from a database.

___________________________________

The paper “The Sketchy Database: Learning to Retrieve Badly Drawn Bunnies” and the online demo is available here:

The paper “Signature verification using a Siamese time delay neural network” is available here:

The paper “Learning Fine-grained Image Similarity with Deep Ranking” is available here:

Our deep learning-related videos are available here:

WE WOULD LIKE TO THANK OUR GENEROUS PATREON SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE:
David Jaenisch, Sunil Kim, Julian Josephs, Daniel John Benton.

We also thank Experiment for sponsoring our series. –

Subscribe if you would like to see more of these! –

The thumbnail background image was drawn by Felícia Fehér.
Splash screen/thumbnail design: Felícia Fehér –

Károly Zsolnai-Fehér’s links:
Facebook →
Twitter →
Web →

source

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