We present GluonCV and GluonNLP, the deep learning toolkits for computer vision and natural language processing based on Apache MXNet (incubating). These toolkits provide state-of-the-art pre-trained models, training scripts, and training logs, to facilitate rapid prototyping and promote reproducible research. We also provide modular APIs with flexible building blocks to enable efficient customization. Leveraging the MXNet ecosystem, the deep learning models in GluonCV and GluonNLP can be deployed onto a variety of platforms with different programming languages. The Apache 2.0 license has been adopted by GluonCV and GluonNLP to allow for software distribution, modification, and usage.
翻译:我们介绍了基于Apache MXNet(孵化)的计算机视觉和自然语言处理的深层学习工具包GluonCV和GluonNLP,这些工具包提供了先进的预培训模型、培训脚本和培训日志,以促进快速原型设计,并促进可复制的研究。我们还提供了模块化的API,配有灵活的构件,以便高效定制。可以利用MXNet生态系统、GluonCV和GluonNLP的深层学习模型,用不同的编程语言安装在各种平台上。GluonCV和GluonNLP采用了Apache 2.0许可证,以便软件的发行、修改和使用。