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EF54321/cv_backbones_duplicate

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Hugging Face2025-12-19 更新2025-12-20 收录
下载链接:
https://hf-mirror.com/datasets/EF54321/cv_backbones_duplicate
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资源简介:
该数据集名为monetjoe/cv_backbones,主要收集了PyTorch官方网站上预训练的计算机视觉模型的主干网络。这些主干网络包括各种卷积神经网络(CNNs)和Vision Transformer模型,均在ImageNet1K数据集上进行了预训练。数据集分为两个子集V1和V2,涵盖了多种经典和先进的视觉模型。这些预训练的主干网络为用户在图像识别、目标检测和图像分割等任务中的迁移学习提供了坚实的基础。同时,数据集也为研究人员和从业者提供了在不同场景中灵活应用这些预训练模型的便利选择。

This repository consolidates the collection of backbone networks for pre-trained computer vision models available on the PyTorch official website. It mainly includes various Convolutional Neural Networks (CNNs) and Vision Transformer models pre-trained on the ImageNet1K dataset. The entire collection is divided into two subsets, V1 and V2, encompassing multiple classic and advanced versions of visual models. These pre-trained backbone networks provide users with a robust foundation for transfer learning in tasks such as image recognition, object detection, and image segmentation. Simultaneously, it offers a convenient choice for researchers and practitioners to flexibly apply these pre-trained models in different scenarios.
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EF54321
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