深度学习应用资源整理
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1. 分类
2. 目标跟踪
http://blog.csdn.net/real_myth/article/details/52620145 深度学习在目标跟踪中的应用
http://blog.csdn.net/ben_ben_niao/article/details/51315000 CNN-tracking-文章导读
https://zhuanlan.zhihu.com/p/25312850 小网络自训练跟踪算法MDNet
https://github.com/HyeonseobNam/MDNet HyeonseobNam/MDNet
http://www.p-chao.com/ Deep studio
http://dy.163.com/v2/article/detail/C0LKAQMR051182TI.html 深度学习在目标跟踪中的应用有哪些?
https://github.com/myfavouritekk/T-CNN ImageNet 2015 Object Detection from Video (VID)
SuperCNN
Bilateral Inception
R-CNN
http://blog.csdn.net/column/details/ym-alanyannick.html
fast-RCNN
http://blog.csdn.net/shenxiaolu1984/article/details/51152614
http://blog.csdn.net/u011534057/article/details/51259812
3. Python:
https://docs.python.org/2/c-api/index.html
4. RNN and LSTM:
http://blog.csdn.net/mylove0414/article/details/55805974
http://blog.csdn.net/mylove0414/article/details/56969181
http://blog.csdn.net/u012556077/article/details/59094371
http://blog.csdn.net/starzhou/article/details/48225589
http://blog.csdn.net/heyongluoyao8/article/details/48636251
5. DataSet:
http://blog.csdn.net/u014595019/article/details/47451107
http://blog.csdn.net/u014595019/article/details/48445223
minishuju.com
https://xueqiu.com/1824415397/51835274
https://xueqiu.com/2487145307/26131512
https://xueqiu.com/8107212038/38786912
ImageNet:
http://bvisionweb1.cs.unc.edu/ILSVRC2017/download-videos-1p39.php
http://image-net.org/challenges/LSVRC/2017/
https://aws.amazon.com/ko/public-datasets/amazon-bin-images/
6. Tensorflow:
http://www.cnblogs.com/aloiswei/p/6510355.html Anaconda tensorflow install
7. github homepage:
https://github.com/rdspring1
8. Deep Learning 大牛:
http://blog.csdn.net/heyongluoyao8/article/details/48598169 当今世界最NB的25位大数据科学家
9.YOLO:
http://machinethink.net/blog/object-detection-with-yolo/
https://arxiv.org/abs/1612.08242 Paper
https://pjreddie.com/darknet/yolo YOLO project
https://github.com/pjreddie/darknet Model Code
https://pjreddie.com/media/files/yolo.weights 258M model data
YOLO tensorflow:
https://github.com/gliese581gg/YOLO_tensorflow
https://github.com/songrotek/YOLO_tensorflow
https://github.com/hizhangp/YOLO_tensorflow
https://github.com/dshahrokhian/YOLO_tensorflow
YOLO pytorch:
https://github.com/longcw/yolo2-pytorch
https://github.com/marvis/pytorch-yolo2
https://github.com/CharlesShang/yolo2-pytorch
https://github.com/marvis/pytorch-caffe-darknet-convert
10. Bazel:
http://blog.csdn.net/langb2014/article/details/54288304 Tensorflow的Bazel编程(一)
https://bazel.build/versions/master/docs/tutorial/cpp.html 官方
11. NLP
http://blog.csdn.net/rockingdingo/article/details/55224282 Tensorflow 自动文摘: 基于Seq2Seq+Attention模型的Textsum模型
12. markdown:
http://blog.csdn.net/vintionnee/article/details/34433125
13. PIL: python imaging lib:
http://blog.csdn.net/u013467442/article/details/41827085
14. CNN Arch:
http://blog.csdn.net/l1l2l3q1q2q3/article/details/74359868
http://blog.csdn.net/gavin__zhou/article/details/53242276
15. separable convolution:
http://blog.csdn.net/zhgdai/article/details/5866573
http://blog.csdn.net/lqfarmer/article/details/73724690
http://blog.csdn.net/zhgdai/article/details/5866591
16: Awesome semantic segmentation:
https://github.com/mrgloom/awesome-semantic-segmentation
https://arxiv.org/pdf/1708.04943.pdf Stacked Deconvolution Network(SDN)
http://blog.csdn.net/zziahgf/article/details/72639791
17. Convolution and Transpose Convolution(deconv):
http://blog.csdn.net/Fate_fjh/article/details/52882134
http://blog.csdn.net/LIYUAN123ZHOUHUI/article/details/60142838
http://blog.csdn.net/u012938704/article/details/52838902
http://blog.csdn.net/qq_16949707/article/details/71699075
http://blog.csdn.net/scety/article/details/69787630
https://www.zhihu.com/question/43609045
18. ONNX(Open Neural Network Exchange):
https://github.com/onnx
19. Q-learning and Reinforcement Learning:
https://github.com/blakeMilner/DeepQLearning deep Q-learning
https://github.com/arramos84/reinforcement-learning/tree/master/reinforcement
20. Tensorflow 分布式
http://blog.csdn.net/sinat_16823063/article/details/54023447
http://blog.csdn.net/u010510350/article/details/53412659
http://blog.csdn.net/hjimce/article/details/61197190
21. Finance:
https://github.com/wilsonfreitas/awesome-quant awesome-quant
https://github.com/panpanpandas/ultrafinance
https://github.com/Xenapto/startup-financial-model
https://github.com/yutiansut/QUANTAXIS
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