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Source channel @githubtrending · Post #15365 · Dec 24

#jupyter_notebook DINOv3 offers powerful self-supervised vision models from Meta AI, like ViT up to 7B parameters and ConvNeXt, pretrained on 1.7B web or satellite images. Load them easily via PyTorch Hub, Hugging Face Transformers (v4.56+), or timm (v1.0.20+), with code examples for features, depth, detection, and segmentation. You benefit by using these top-performing, dense features without fine-tuning or labels—saving time and compute for tasks like classification, object detection, and zero-shot analysis on your images. https://github.com/facebookresearch/dinov3

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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #1039 · 07/29/2025, 03:28 PM

A multidisciplinary team of XISUI Design has created a 3D concrete-printed playground in Shandong Province, China. Named Boulder Park, a 13,000-square-metre community park in Ji’nan, combines massive boulders - a natural material symbolizing eternity - as the core design element. These boulders complement the park’s experiential and practical offerings. Stones in the shallow creek can be incorporated into the water play installation, and boulders set over a sandpit can be used as climbing and resting play structures. Additionally, cutting-edge 3D-printed concrete technology is used to build a huge rock cave adventure area. Images 1-2-3-4-5 📸 Zhou Sheng. Image 6 📸 Hu Yihao. #design#playgrounddesign#park#urban#3dprinting#3dprintingconcrete#china