论文标题

CVNET:计算机视觉的高性能库

CVNets: High Performance Library for Computer Vision

论文作者

Mehta, Sachin, Abdolhosseini, Farzad, Rastegari, Mohammad

论文摘要

我们介绍了CVNET,这是一个高性能开源库,用于培训深层神经网络,以进行视觉识别任务,包括分类,检测和细分。 CVNET支持图像和视频理解工具,包括数据加载,数据转换,新颖的数据采样方法以及与以前的研究相似或更好性能的几个标准网络的实现。 我们的源代码可在:\ url {https://github.com/apple/ml-cvnets}中获得。

We introduce CVNets, a high-performance open-source library for training deep neural networks for visual recognition tasks, including classification, detection, and segmentation. CVNets supports image and video understanding tools, including data loading, data transformations, novel data sampling methods, and implementations of several standard networks with similar or better performance than previous studies. Our source code is available at: \url{https://github.com/apple/ml-cvnets}.

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