DEEP LEARNING ENVIRONMENT SETUP (WINDOWS) In this tutorial, we will setup the environment for Deep Learning in Windows using Python.
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1 DEEP LEARNING ENVIRONMENT SETUP (WINDOWS) In this tutrial, we will setup the envirnment fr Deep Learning in Windws using Pythn. Dependencies The fllwing are the sftware, libraries and tls needed t setup the envirnment in Windws 10 (64-bit). 1. Visual Studi 2015 Cmmunity Editin 2. Anacnda (64-bit) with Pythn MinGW-w64 (5.4.0) bit GIT fr Windws 5. Thean OpenCV Keras Installing additinal libraries (imutils, mahtas) Installatin Let s start with the directry structure which we will fllw in this installatin. This is a mandatry step else yu will suffer later. Create a flder named deeplearning in C drive. C:\deeplearning This is the master flder inside which we will keep all the dependencies listed abve except Visual Studi 2015 Cmmunity Editin. Envirnment variables Befre getting int installing dependencies, please becme familiar with Envirnment variables and path. If yu are nt familiar with these tw terms in Windws, it is highly recmmended t read this. Else g t the next sectin. G t This PC (r Cmputer) -> Right click it -> Select Prperties. Select Advanced System Settings Select Envirnment Variables After that yu will see a windw having User Variables and System Variables. We will be highly using the System Variables fr this installatin. Befre getting int the next step, have a lk at this System Variables and find path variable in that.
2 We can create a new system variable, edit it, assign a value t it (nrmally a path) and delete it. We will be using System Variables a lt in this pst. S, please becme familiar with this befre getting further. 1. Visual Studi 2015 Cmmunity Editin G t this website link given belw t Dwnlad and install "Visual Studi Cmmunity Anacnda (64-bit) Install Anacnda 64-bit installer fr Pythn 2.7. G t this website link given belw t Dwnlad and Install Anacnda 64-bit installer under Pythn Run the setup and fllw the installatin. Chse the installatin directry as - >>> C:\deeplearning\anacnda In the next screen, check the tw ptins t add anacnda and pythn 2.7 t path.
3 Adding envirnment variables Create a system variable named PYTHON_HOME with the value C:\deeplearning\anacnda Add the fllwing in path under System Variables. (Add all these ne by ne by duble clicking the value f path and clicking New ) %PYTHON_HOME% %PYTHON_HOME%\Scripts %PYTHON_HOME%\Library\bin After adding the variables in path, pen up a cmmand prmpt (cmd) as administratr and execute the fllwing cmmand. >>> cnda install libpythn 3. MinGW-w64 (5.4.0) G t this website link given belw t dwnlad and install the mingw-w64-install.exe. After dwnlading, run the setup and chse the installatin directry as - >>> C:\deeplearning\mingw-w Chse the cnfig ptins as shwn belw -
4 Adding envirnment variables Create a system variable named MINGW_HOME with the value C:\deeplearning\mingw-w Add the fllwing in path under System Variables. %MINGW_HOME%\mingw64\bin Nte : If results in an errr, try t remve the path frm System Variables (Envirnmental variables) bit GIT fr windws G t this website link given belw t dwnlad and install the Git bit.exe in a flder named "Git" in C:\deeplearning. >>> C:\deeplearning\Git 5. Thean (0.8.2) We will be installing Thean using git frm ur cmmand prmpt. Create a flder named thean in C:\deeplearning. >>> C:\deeplearning\thean Open cmmand prmpt as administratr and type the fllwing - >>> C:\deeplearning\ >>> git clne thean branch rel Wait fr the repsitry t get clned and checked ut. Enter int the thean flder and install it using the fllwing cmmands >>> cd C:\deeplearning\thean >>> pythn setup.py install --recrd installed_files.txt >>> pythn
5 >>> imprt thean >>> thean. versin 6. OpenCV Open up a cmmand prmpt and enter the fllwing cmmand - >>> cnda install -c pencv3 >>> pythn >>> imprt cv2 >>> cv2. versin 7. Keras We will be installing Keras using git frm ur cmmand prmpt. Create a flder named keras in C:\deeplearning. >>> C:\deeplearning\keras Open cmmand prmpt as administratr and type the fllwing -
6 >>> C:\deeplearning\ >>> git clne keras branch Wait fr the repsitry t get clned and checked ut. Enter int the keras flder and install it using the fllwing cmmands. >>> cd C:\deeplearning\keras >>> pythn setup.py install --recrd installed_files.txt Nte: 1) Imprt keras in cv2 t create.keras flder 2) Since, we are using Thean, we dn t need TensrFlw as the backend fr Keras. But Keras cmes in default with TensrFlw as its backend. T change this, navigate t the flder - >>> C:\Users\username\.keras Here, username is yur name. Yu will find keras.jsn file. Open it using ntepad and change it like this. >>> pythn >>> imprt keras >>> keras. versin
7 8. Installing additinal libraries (imutils, mahtas) If yu installed pip fr windws, it is much simpler t install sme additinal packages needed fr develpment. Sme are listed belw. Open up cmmand prmpt as administratr and enter the cmmands listed. >>> pip install imutils >>> pip install mahtas r Install using a.whl file dwnladed frm the link given belw, search fr mahtas and dwnlad the apprpriate.whl file >>> pip install mahtas cp27-cp27m-win_amd64.whl >>> pythn >>> imprt imutils >>> imutils. versin >>> imprt mahtas >>> mahtas. versin That s it. Yu are all set t begin yur jurney in Deep Learning using Windws 10.
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