GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing
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. Benefiting from open source under the Apache 2.0 license, GluonCV and GluonNLP have attracted 100 contributors worldwide on GitHub. Models of GluonCV and GluonNLP have been downloaded for more than 1.6 million times in fewer than 10 months.
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Jian Guo (add twitter)
He He (edit)
Tong He (add twitter)
Leonard Lausen (add twitter)
Mu Li (edit)
Haibin Lin (edit)
Xingjian Shi (add twitter)
Chenguang Wang (add twitter)
Junyuan Xie (add twitter)
Sheng Zha (edit)
Aston Zhang (add twitter)
Hang Zhang (edit)
Zhi Zhang (edit)
Zhongyue Zhang (add twitter)
Shuai Zheng (edit)
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07/10/19 06:06PM
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astonzhangAZ: RT @arxiv_cscv: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/aSK4TATxLp
arxiv_cscv: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/aSK4TATxLp
arxiv_cscl: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/GCRAo6xSGE
arxiv_cscl: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/GCRAo6xSGE
arxiv_cscv: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/aSK4TABWTR
arxivml: "GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing", Jian Guo, He He, Tong He,… https://t.co/dGmXWwrowa
StatsPapers: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. https://t.co/rMKnzaFRLE
BrundageBot: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. Guo, He, He, Lausen, Li, Lin, Shi, Wang, Xie, Zha, Zhang, Zhang, Zhang, Zhang, and Zheng https://t.co/ic5L7dxTZa
arxiv_cscl: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/GCRAo6xSGE
arxiv_cscv: GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing https://t.co/aSK4TABWTR
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