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Convolutional neural network
来自开放百科 - 灰狐
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卷积神经网络 | 卷积神经网络 | ||
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| + | [[文件:convolutional-neural-networks.png]] | ||
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| + | ==项目== | ||
| + | *[https://github.com/TorontoDeepLearning/convnet ConvNet: A GPU implementation of Convolutional Neural Nets in C++] | ||
| + | *[[DeepCL]] | ||
| + | *[https://github.com/rbgirshick/py-faster-rcnn Faster R-CNN] (Python implementation) | ||
| + | *[https://github.com/rbgirshick/rcnn R-CNN] Region-based Convolutional Neural Networks | ||
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| + | ==文档== | ||
| + | *[http://docs.huihoo.com/deep-learning/imagenet-classification-with-deep-convolutional-neural-networks.pdf ImageNet Classification with Deep ConvolutionalNeural Networks] Alexnet模型，获得2012年ImageNet图片分类比赛冠军。 | ||
| + | *[http://docs.huihoo.com/deep-learning/deeplearningsummerschool/2015/Convolutional-Networks.pdf Convolutional Networks] | ||
| + | *[http://docs.huihoo.com/deep-learning/deeplearningsummerschool/2015/Seeing-People-with-Deep-Learning.pdf Seeing People with Deep Learning] | ||
| + | *[http://docs.huihoo.com/gputechconf/gtc2015/S5159-Tuning-the-Performance-of-Convolutional-Neural-Network-for-Image-Classification-on-GPU.pdf Tuning the Performance of Convolutional Neural Network for Image Classification on GPU] | ||
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| + | ==链接== | ||
| + | *[http://deeplearning4j.org/zh-convolutionalnets.html 卷积网络中文介绍] | ||
| + | *[http://ibillxia.github.io/blog/2013/04/06/Convolutional-Neural-Networks/ 卷积神经网络（CNN）] | ||
| + | *[http://spectrum.ieee.org/automaton/robotics/artificial-intelligence/facebook-ai-director-yann-lecun-on-deep-learning Facebook AI Director Yann LeCun on His Quest to Unleash Deep Learning and Make Machines Smarter] | ||
| + | *[http://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=203710189&idx=1&sn=f6df1ac1e20788bfb7cabd89811d2e1e&scene=1#rd IEEE深度对话Facebook人工智能负责人Yann LeCun：让深度学习摆脱束缚] | ||
| + | *[http://cs231n.github.io/ CS231n: Convolutional Neural Networks for Visual Recognition] | ||
| + | *[https://www.zhihu.com/question/34681168/answer/84061846 CNN(卷积神经网络)、RNN(循环神经网络)、DNN(深度神经网络)的内部网络结构有什么区别？] | ||
| + | *[http://systemdesign.altera.com.cn/can-you-see-using-convolutional-neural-networks/ 您知道怎样使用卷积神经网络吗?] | ||
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| + | [[category:artificial intelligence]] | ||
| + | [[category:neural network]] | ||
| + | [[category:deep learning]] | ||
| + | [[category:GPU]] | ||
| + | [[category:FPGA]] | ||
| + | [[category:c++]] | ||
2017年9月24日 (日) 00:53的最后版本
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您可以在Wikipedia上了解到此条目的英文信息 Convolutional neural network Thanks, Wikipedia. |
卷积神经网络
[编辑] 项目
- ConvNet: A GPU implementation of Convolutional Neural Nets in C++
- DeepCL
- Faster R-CNN (Python implementation)
- R-CNN Region-based Convolutional Neural Networks
[编辑] 文档
- ImageNet Classification with Deep ConvolutionalNeural Networks Alexnet模型，获得2012年ImageNet图片分类比赛冠军。
- Convolutional Networks
- Seeing People with Deep Learning
- Tuning the Performance of Convolutional Neural Network for Image Classification on GPU
[编辑] 链接
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