Install TensorFlow 1.8 on Raspberry Pi 3 Model B+ [Complete Instruction Manual 2018]

**THIS ARTICLE IS A FIRST-DRAFT VERSION.**


sudo apt-get update
sudo apt-get upgrade
sudo apt-get dist-upgrade
sudo apt-get install python-pip python-dev

wget https://www.piwheels.org/simple/tensorflow/tensorflow-1.8.0-cp27-none-linux_armv7l.whl
sudo pip install tensorflow-1.8.0-cp27-none-linux_armv7l.whl
sudo pip uninstall mock
sudo pip install mock

Test program HelloTensor.py

sudo pip install pillow
sudo pip install lxml
sudo pip install jupyter
sudo pip install matplotlib
sudo pip install protobuf
git clone https://github.com/tensorflow/models.git
cd models
cd research
protoc object_detection/protos/*.proto --python_out=.
export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim

/*
If Protobuf is throwing errors:

sudo apt-get install autoconf automake libtool curl make g++ unzip
wget https://github.com/google/protobuf/releases/download/v3.6.0/protobuf-cpp-3.6.0.tar.gz
tar -xvf protobuf-cpp-3.2.0.tar.gz
cd protobuf-3.2.0
./autogen.sh
./configure
make
make check
sudo make install
sudo ldconfig
*/

sudo pip install --upgrade pip
sudo apt-get install -y python-seaborn python-pandas
sudo apt-get install -y ttf-bitstream-vera
sudo pip install --upgrade tensorflow

jupyter notebook object_detection_tutorial.ipynb
jupyter nbconvert --to=html --ExecutePreprocessor.enabled=True object_detection_tutorial.ipynb

C++ Array Declaration Stack Overflow Exception

Error: Stack overflow when declaring a huge array in C++.

Unhandled exception at 0x00007FF60B7040C8 in Tutorial.exe: 0xC00000FD: Stack overflow (parameters: 0x0000000000000001, 0x00000081A80D3000). occurred


Problem code:

#include <iostream>
#include <fstream>

int main()
{
    //do something..

    int nar[10000000];

    //do something more..

    return 0;
}

How to download image from Google

Google has recently removed "View Image" button from its search results. But don't get disappointed, you still can download image from Google searches.

Step 1: Search what are you are looking for in Google, and switch to Images tab from All tab.

Step 2: Scroll google image search page until you find what you want.

Step 3: Click on the image you want to download and click on "Visit" button.

Hide password in Command prompt

@echo off

set "psCommand=powershell -Command "$pword = read-host 'Enter Password' -AsSecureString ; ^
    $BSTR=[System.Runtime.InteropServices.Marshal]::SecureStringToBSTR($pword); ^
        [System.Runtime.InteropServices.Marshal]::PtrToStringAuto($BSTR)""

for /f "usebackq delims=" %%p in (`%psCommand%`) do set password=%%p

echo %password%

Fix error "Invalid data set: 0" in Perl module GD::Graph

Error Message:
Invalid data set: 0 at D:\New\TOOL\graph.pl line 24.

Problem Code:

my @a1;
my @a2 = [-9,8,0,1,-2,-5,6,-4,3,7];

foreach my $i (1..10)
{
    push @a1, $i;
}

my @data = (
    @a1,
    @a2
);

Solution:

my @a1;
my @a2 = [-9,8,0,1,-2,-5,6,-4,3,7];

foreach my $i (1..10)
{
    push @a1, $i;
}

my @data = (
    [@a1],
    @a2
);