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Beyond Fairness in Computer Vision: A Holistic Approach to Mitigating Harms and Fostering Community-Rooted Computer Vision Research

Timnit Gebru • Remi Denton • Foundations and Trends in Computer Graphics and Vision (2024)

A Computer Vision Problem in Flatland

Sameer Agarwal • Erin Connelly • Annalisa Crannell • Timothy Duff • Rekha R. Thomas • SIAM Journal on Applied Algebra and Geometry, 10 (2026), pp. 14-45

A new landmark in computer vision

Posted by Jay Yagnik, Head of Computer Vision Research[Cross-posted with the Official Google Blog]Science fiction books and movies have long imagin...

Google Computer Vision research at CVPR 2015

Posted by Vincent Vanhoucke, Google Research ScientistMuch of the world's data is in the form of visual media. In order to utilize meaningful infor...

Supercharge your Computer Vision models with the TensorFlow Object Detection API

Posted by Jonathan Huang, Research Scientist and Vivek Rathod, Software Engineer (Cross-posted on the Google Open Source Blog) At Google, we develo...

Assessing Cardiovascular Risk Factors with Computer Vision

Posted by Lily Peng MD PhD, Product Manager, Google Brain Team Heart attacks, strokes and other cardiovascular (CV) diseases continue to be among ...

MobileNetV2: The Next Generation of On-Device Computer Vision Networks

Posted by Mark Sandler and Andrew Howard, Google Research Last year we introduced MobileNetV1, a family of general purpose computer vision neural n...

Automating Drug Discoveries Using Computer Vision

Vincent Vanhoucke, Principal Scientist, Google Brain Team “Every time you miss a protein crystal, because they are so rare, you risk missing on an ...

Open-Sourcing BiT: Exploring Large-Scale Pre-training for Computer Vision

Posted by Lucas Beyer and Alexander Kolesnikov, Research Engineers, Google Research, Zürich A common refrain for computer vision researchers is t...

Open sourcing Project Guideline: A platform for computer vision accessibility technology

Posted by Dave Hawkey, Software Engineer, Google Research Two years ago we announced Project Guideline, a collaboration between Google Research and...

Adversarial Examples that Fool both Computer Vision and Time-Limited Humans

Gamaleldin Fathy Elsayed • Shreya Shankar • Brian Cheung • Nicolas Papernot • Alex Kurakin • Ian Goodfellow • Jascha Sohl-dickstein • NeurIPS (2018)

Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development

Morgan Klaus Scheuerman • Emily Denton • Alex Hanna • The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing (2021)