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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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@githubtrending · Post #14848 · 06/21/2025, 12:00 AM

#typescript#blockchain#dapps#debugging#ethereum#javascript#smart_contracts#solidity#task_runner#tooling#typescript Hardhat is a powerful Ethereum development tool that helps you write, test, and deploy smart contracts easily and efficiently. It includes a local Ethereum network for testing without real money, advanced debugging tools to find and fix errors quickly, and a flexible plugin system to add extra features. This makes your development faster, safer, and more convenient, especially if you want to build decentralized applications. You can install it with npm, follow simple setup steps, and access many guides and plugins to customize your workflow. Hardhat is widely used by professionals to streamline Ethereum programming and improve code quality. https://github.com/NomicFoundation/hardhat