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Source channel @githubtrending · Post #14627 · Apr 24

#jupyter_notebook DINOv2 is a powerful AI model from Meta AI that learns to understand images without needing labeled data, using self-supervised learning. It was trained on 142 million images and creates strong visual features that work well for many tasks like image classification, depth estimation, and segmentation without extra fine-tuning. You can use its pretrained models easily with simple classifiers, saving time and effort. DINOv2 is efficient, scalable, and performs better than many other models, making it great for building versatile computer vision applications quickly and accurately. It’s open-source and ready to use with PyTorch. https://github.com/facebookresearch/dinov2

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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #439 · 06/24/2022, 04:56 PM

Do you know how many silver spheres are on the facade of the Hanjie Wanda Square in Wuhan, China? 42,333. While they all may look identical, their specific positions involving each other recreate the effect of movement and reflection in water or the sensuous folds of silk fabric. Photos: Edmon Leong / UNStudio #unstudio#facades#facadedesign#architecture#retaildesign#lightingdesign#arch_shovel

Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #685 · 09/21/2022, 06:38 PM

The collaboration and friendship of Steven Holl and Lobservatoire international. 1. Nancy and Rich Kinder Museum Building - Museum of Fine Arts Houston (2020) 2. Cofco Cultural and Health Center (2021) 3. Institute for Contemporary Art, Virginia Commonwealth University (2018) 4. The Reach, Kennedy Center (2019) 5. CIFI Beijing (2022) 6. Hunters Point Library (2019) #stevenhollarchitects#architecture#architect#light#lighting#lightingdesign#lobservatoireinternational#arch_shovel