一文让你彻底了解卷积神经网络

https://blog.csdn.net/weixin_42451919/article/details/81381294

 卷积神经网络记录(一)基础知识整理

https://blog.csdn.net/sinat_34328764/article/details/84192303

 

 

空间金字塔池化(Spatial Pyramid Pooling,SPP)

https://www.cnblogs.com/sddai/p/10204899.html

 

Deep Neural Networks for Object Detection

https://blog.csdn.net/qq_19784349/article/details/81006113

https://www.cnblogs.com/CZiFan/p/9671415.html

Rethinking the Inception Architecture for Computer Vision

https://www.cnblogs.com/yinheyi/p/6971300.html

https://blog.csdn.net/kangroger/article/details/69218625

https://www.jianshu.com/p/fccf6b799b42

 

论文笔记(8):BING: Binarized Normed Gradients for Objectness Estimation at 300fps

https://www.cnblogs.com/ariel-dreamland/p/8398757.html

 

 

 

 

深度残差网络—ResNet总结

https://www.cnblogs.com/xiaoboge/p/10539884.html

https://blog.csdn.net/qq_41760767/article/details/97917419

 region proposal物体检测脉络梳理

https://zhuanlan.zhihu.com/p/44670184

CTC(Connectionist Temporal Classification)介绍

https://www.cnblogs.com/liaohuiqiang/p/9953978.html

CTC Algorithm Explained Part 1:Training the Network(CTC算法详解之训练篇)

https://xiaodu.io/ctc-explained/

CTC Algorithm Explained Part 2:Decoding the Network(CTC算法详解之解码篇)

https://xiaodu.io/ctc-explained-part2/

隐马尔科夫模型HMM(一)HMM模型

 https://www.cnblogs.com/pinard/p/6945257.html

谁给讲讲语音识别中的CTC方法的基本原理?

https://www.zhihu.com/question/47642307

 

 

ML笔记:随机梯度下降法(Stochastic gradient descent, SGD)、BGD、MSGD+Momentum!

https://blog.csdn.net/abc13526222160/article/details/90812165

2019-01-29 随机梯度下降(stochastic gradient descent)

https://www.jianshu.com/p/fea4fb8339c9

如何理解随机梯度下降(stochastic gradient descent,SGD)

https://www.zhihu.com/question/264189719?sort=created

梯度下降(Gradient Descent)小结

https://www.cnblogs.com/pinard/p/5970503.html

 

 

两步解决AttributeError: module 'scipy.misc' has no attribute 'imsave'

https://blog.csdn.net/weixin_43884418/article/details/104260717?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-2.nonecase&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-2.nonecase

解决AttributeError: module 'scipy.misc' has no attribute 'toimage'报错问题

https://blog.csdn.net/weixin_39178948/article/details/85262309

安装keras之后导入tensorflow报错 ImportError: cannot import name 'abs' 解决方法

https://blog.csdn.net/Yikakabu/article/details/82967333?utm_medium=distribute.pc_relevant_t0.none-task-blog-BlogCommendFromMachineLearnPai2-1.nonecase&depth_1-utm_source=distribute.pc_relevant_t0.none-task-blog-BlogCommendFromMachineLearnPai2-1.nonecase

先确认是否安装keras

conda install keras

安装tensorflow遇到问题:tensorflow.python.keras._impl.keras.backend cannot import name 'abs'

https://blog.csdn.net/qq_39735236/article/details/84874550

NameError:name ‘xrange’ is not defined 解决方法(仅做参考)

https://blog.csdn.net/weixin_42274540/article/details/80653450

 

Tensorflow安装错误之 Cannot uninstall wrapt

https://blog.csdn.net/weixin_41923658/article/details/96127770

 pip install wrapt --ignore-installed

 

 

如何使用TensorFlow在自己的图像数据上训练深度学习模型 

https://blog.csdn.net/ai_girl/article/details/80801434

 

解决ubantu里面报错ImportError: No module named 'object_detection'

https://blog.csdn.net/mr_muli/article/details/88663388

ImportError: No module named deployment

https://blog.csdn.net/tony2278/article/details/81866672

配置环境变量

absl.flags._exceptions.IllegalFlagValueError: flag --train_size=inf: Expect argument to be a string or int, found <class 'float'>

https://www.cnblogs.com/ws410/p/10091827.html

成功解决AttributeError: module 'tensorflow.contrib.data' has no attribute 'TextLineDataset'

https://blog.csdn.net/qq_41185868/article/details/83152228

 

 

ERROR: After October 2020 you may experience errors when installing or updating packages. This is be

https://blog.csdn.net/lyc0424/article/details/107834953

在服务器上配置jupyter并在本地浏览器无法打开时,怎么办? No web browser found: could not locate runnable browser.

https://blog.csdn.net/pictursong/article/details/103949605

 

Ubuntu 解决“/usr/lib/x86_64-linux-gnu/libharfbuzz.so.0:undefined symbol:FT_Get_Var_Blend_Coordinates”的问题

https://blog.sunriseydy.top/technology/server-blog/server/resolve-undefined-symbol-ft_get_var_blend_coordinates/

conda install -n funy3 freetype=2.9.1

ubuntu 16.04 报 libgtk-x11-2.0.so.0 找不到的解决方法

https://blog.csdn.net/u012336923/article/details/52194670

apt install libgtk2.0-0

安装和配置bazel

https://www.cnblogs.com/zjutzz/p/10182099.html

ubuntu16.04 运行python出现ImportError: libSDL-1.2.so.0: cannot open shared object file: No such file or directory

sudo apt-get install libsdl1.2-dev

https://www.cnblogs.com/kanneiren/p/9974271.html

 

Anaconda下安装pygame 2018-05-14

https://www.jianshu.com/p/9bbd601ef2b3

conda install -n funy3 --channel https://conda.anaconda.org/kne pygame

 

 

 

 

 

离线下载安装 NLTK 的 nltk_data 模块

https://blog.csdn.net/u010167269/article/details/63684137

https://blog.csdn.net/TQCAI666/article/details/90055302?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-1.channel_param&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-1.channel_param

import nltk

nltk.data.find(".")

from nltk.book import *

 

 

 

用TensorFlow实现逻辑回归算法

https://blog.csdn.net/lilongsy/article/details/79364678

 

python2 python3版本问题

ModuleNotFoundError: No module named 'cPickle'

在python2中: import cPickle as pickle

在python3中: import pickle as pickle

 

python中 except Exception msg: SyntaxError: invalid syntax语法错误

https://blog.csdn.net/panda_33/article/details/89174331

https://blog.csdn.net/DarrenXf/article/details/82957268

except ZeroDivisionError as err: # as 加原因参数名称

 

解决 Cannot uninstall 'pyparsing' 问题

https://www.cnblogs.com/qq952693358/p/10246375.html

解决方法是手动重装最新版 pyparsing: sudo pip install -I pyparsing==2.2.0

安装Python版本的opencv

pip install opencv-python==2.4.3

 

python2.7环境解决ImportError: No module named _tkinter

https://blog.csdn.net/sunjinjuan/article/details/99644979

首先安装Tkinter模块:yum -y install tkinter 运行yum install tk-devel tcl-devel ;

https://blog.csdn.net/superrunner_wujin/article/details/65945452

 

解决Pillow报错 Image size (XXX pixels) exceeds limit of 178956970 pixels, could be decompression

https://blog.csdn.net/qq_36853469/article/details/111473248

from PIL import ImageFile
ImageFile.LOAD_TRUNCATED_IMAGES = True
Image.MAX_IMAGE_PIXELS = None