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大数据智能

删除1字节2016年11月22日 (二) 02:31
可编程逻辑阵列 FPGA / 通用图形处理器 GPGPU / 通用处理器 CPU 群集
 
==机器感知==
 
<B>机器感知基于深度学习的方法</B>
 
 
===语音识别===
 
语音识别(Automatic Speech Recognition),简称ASR
 
# Google Speech Processing from Mobile to Farfield, CHiME 2016. [http://spandh.dcs.shef.ac.uk/chime_workshop/presentations/CHiME_2016_Bacchiani_keynote.pdf Google_Speech_Processing]
 
===计算机视觉===
 
计算机视觉(Computer Vision),简称 CV
 
* Object Detection
:<B>R-CNN (Region-based Convolutional Network method)</B>
::#Region based convolutional networks for accurate object detection and segmentation. TPAMI, 2015.
::#Rich feature hierarchies for accurate object detection and semantic segmentation, CVPR 2014.
 
:<B>Fast R-CNN (Fast Region-based Convolutional Network method)</B>
::#Fast R-CNN, ICCV 2015.
 
:<B>Faster R-CNN (Faster Region-based Convolutional Network method)</B>
::#Faster R-CNN Towards real-time object detection with region proposal networks, NIPS, 2015.
 
===自然语言理解===
 
自然语言理解(Natural Language Processing),简称NLP
==机器学习==
[https://github.com/dmlc/mxnet dmlc_mxnet]
 
==机器感知==
 
<B>机器感知基于深度学习的方法</B>
 
===语音识别===
 
语音识别(Automatic Speech Recognition),简称ASR
 
# Google Speech Processing from Mobile to Farfield, CHiME 2016. [http://spandh.dcs.shef.ac.uk/chime_workshop/presentations/CHiME_2016_Bacchiani_keynote.pdf Google_Speech_Processing]
 
===计算机视觉===
 
计算机视觉(Computer Vision),简称 CV
 
* Object Detection
:<B>R-CNN (Region-based Convolutional Network method)</B>
::#Region based convolutional networks for accurate object detection and segmentation. TPAMI, 2015.
::#Rich feature hierarchies for accurate object detection and semantic segmentation, CVPR 2014.
 
:<B>Fast R-CNN (Fast Region-based Convolutional Network method)</B>
::#Fast R-CNN, ICCV 2015.
 
:<B>Faster R-CNN (Faster Region-based Convolutional Network method)</B>
::#Faster R-CNN Towards real-time object detection with region proposal networks, NIPS, 2015.
 
===自然语言理解===
 
自然语言理解(Natural Language Processing),简称NLP
==智能问答==
[[实验室探究课-智能问答与智能系统]]
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