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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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TONlines – News

@tonlines · Post #7105 · 05/08/2025, 12:14 PM

TapSwap Community: Share Your Ideas for the Beta #TapSwapBeta#Web3Gaming TapSwap is inviting community members to contribute ideas for their beta version. Participants can suggest game ideas, features to test, or provide feedback on existing elements. Successful ideas may be implemented in the final release. Source: link @tonlines

TONlines – News

@tonlines · Post #6981 · 04/30/2025, 11:55 AM

⚡️TapSwap Community: Major News Incoming Tomorrow! #TapSwapBeta#SkillGaming#Web3Games TapSwap Community announces a major update about their private beta launching tomorrow, featuring three exclusive skill-based games in Telegram. Limited spots are available, and interested participants should prepare to apply using a Google form link with their Telegram handle. Source: link @tonlines