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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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@Enviro_Climate · Post #372 · 09/18/2021, 01:21 PM
Sea Secrets - Arash Sharifi Arash Sharifi, a Ph.D. candidate of marine geology and geophysics at the UM Rosenstiel School, takes us into the compelling world of #paleoclimate research. By using climate, #historical, and #archeological records, Sharifi shows how climate change has been affecting the world since the beginning of human #civilization. @Enviro_Climate https://youtu.be/ovy-57jx85Q?t=3