TY - JOUR
T1 - GluonCV and gluon NLP
T2 - Deep learning in computer vision and natural language processing
AU - Guo, Jian
AU - He, He
AU - He, Tong
AU - Lausen, Leonard
AU - Li, Mu
AU - Lin, Haibin
AU - Shi, Xingjian
AU - Wang, Chenguang
AU - Xie, Junyuan
AU - Zha, Sheng
AU - Zhang, Aston
AU - Zhang, Hang
AU - Zhang, Zhi
AU - Zhang, Zhongyue
AU - Zheng, Shuai
AU - Zhu, Yi
N1 - Publisher Copyright:
© 2020 Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng, Yi Zhu.
PY - 2020/2/1
Y1 - 2020/2/1
N2 - 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.
AB - 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.
KW - Apache MXNet
KW - Computer Vision
KW - Deep Learning
KW - Machine Learning
KW - Natural Language Processing
UR - https://www.scopus.com/pages/publications/85086803590
M3 - Article
AN - SCOPUS:85086803590
SN - 1532-4435
VL - 21
JO - Journal of Machine Learning Research
JF - Journal of Machine Learning Research
ER -