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#learningtoseeinthedark#convolutionalneuralnetwork#computervision

This AI Learned To See In The Dark! 👀

Two Minute Papers

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Beginner. No background in the topic needed.

344K views8 years ago1 recommendation

AI and machine learningGraphics and audioNeural networks and deep learningComputer vision

How a deep learning model reconstructs full-color images from extremely dark, low-light raw photos.

The paper "Learning to See in the Dark" and its source code is available here: cchen156.web.engr.illinois.edu/paper/18CVPR_SID.pdf github.com/cchen156/Learning-to-See-in-the-Dark Our Patreon page: patreon.com/TwoMinutePapers We would like to thank our generous Patreon supporters who make Two Minute Papers possible: 313V, Andrew Melnychuk, Brian Gilman, Christian Ahlin, Christoph Jadanowski, Dennis Abts, Emmanuel, Eric Haddad, Esa Turkulainen, Geronimo Moralez, Kjartan Olason, Lorin Atzberger, Malek Cellier, Marten Rauschenberg, Michael Albrecht, Michael Jensen, Nader Shakerin, Raul Araújo da Silva, Rob Rowe, Robin Graham, Ryan Monsurate, Shawn Azman, Steef, Steve Messina, Sunil Kim, Torsten Reil. patreon.com/TwoMinutePapers One-time payment links are available below. Thank you very much for your generous support! PayPal: paypal.me/TwoMinutePapers Bitcoin: 13hhmJnLEzwXgmgJN7RB6bWVdT7WkrFAHh Ethereum: 0x002BB163DfE89B7aD0712846F1a1E53ba6136b5A LTC: LM8AUh5bGcNgzq6HaV1jeaJrFvmKxxgiXg Thumbnail background image credit: pixabay.com/photo-2618462/ Splash screen/thumbnail design: Felícia Fehér - felicia.hu Károly Zsolnai-Fehér's links: Instagram: instagram.com/twominutepapers/ Twitter: twitter.com/karoly_zsolnai Web: cg.tuwien.ac.at/~zsolnai/ #NightSight #NightMode

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1 person recommends this

What people say. Recommended as a demonstration of using machine learning to recover subtle color data from incredibly dark scenes.

u/theExplodingGradientin r/compsci • Recommends

On “LiDAR Industry Hits Impasse: Was Elon Musk Right After All?”

There is some really great work using machine learning to recover extremely subtle colour data from incredibly dark scenes, specialised algorithms can come much closer to night vision than a raw image would, although not nearly as clear as lidar can be in the dark. reference: [video
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