Vision Banana From Google DeepMind
Image Generators are Generalist Vision Learners
Vision Banana From Google DeepMind launched on April 24, 2026 with 4 votes, #2,155 of 21,248 launches that month and more than 75% of that year's launches.
What it does
Unified model that outperforms SoTA specialist models on various vision tasks! By treating 2D/3D vision tasks as image generation, we unlock a new foundation for CV.
Vision Banana: A generalist model built by instruction-tuning Nano Banana Pro, achieving state-of-the-art on segmentation, depth, and surface normal tasks.
Hover over any image to reveal Vision Banana's generation results. On mobile, tap to toggle. Vision Banana's metric depth predictions can be unprojected into 3D point clouds, revealing the full scene geometry. This step requires camera intrinsics, which are available in some datasets. Vision Banana achieves state-of-the-art under the zero-shot transfer setting across 2D and 3D vision tasks. We thank Xi Chen, Fei Xia, Kaushik Shivakumar, Abhishek Sinha, Phillip Lippe, Yilin Gao, Javier Rey, Sanghyun Woo, Renshen Wang, Wentao Yuan, Keran Rong, Rundi Wu, Manoj Kumar, Manli Shu, Francesco Piccinno, Ishita Dasgupta, Benigno Uria, Miki Rubinstein, Aäron van den Oord, and Jon Shlens for their…from vision-banana.github.io
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