RPiPW = resources + notes + code samples for a workshop introducing the Raspberry Pi as a beginner's programming environment
Copyright © Michael McMahon 2015-2024. Except where otherwise specified, the
text on
Raspberry Pi Programming Workshop
by Michael McMahon is licensed under the
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The Raspberry Pi is traditionally a low-cost, low-power single board computer the size of a credit card. With a low price point and advanced software, it is a great tool to teach youth electronics and programming.
The Pi is developed by the Raspberry Pi Foundation. Their goal is ''to advance the education of adults and children, particularly in the field of computers, computer science and related subjects,'' according to their about us page.
Children buy $60 video games for expensive consoles each year. What if they purchased a computer with that money instead? They could take the same HDMI cable out of their video game system and plug it into a Raspberry Pi.
Image source Miiicihiaieil Hieinizilieir / Wikimedia Commons / CC BY-SA 4.0Breakdown of various available models of the Raspberry Pi Computers
Release Date | Original Price | Model | GPIO Pins | CPU |
---|---|---|---|---|
Oct 2023 | $50-$80 | 5 | 40 | 2.4 GHz ARMv8 64 bit (quad core) |
Oct 2021 | $15 | Zero 2 W | 40 | 1.0 GHz ARMv8 64 bit (quad core) |
Nov 2020 | $70 | 400 | N/A | 1.5 GHz ARMv8 64 bit (quad core) |
Jun 2019 | $35-$75 | 4 B | 40 | 1.5 GHz ARMv8 64 bit (quad core) |
Nov 2018 | $25 | 3 A+ | 40 | 1.4 GHz ARMv8 64 bit (quad core) |
Mar 2018 | $35 | 3 B+ | 40 | 1.4 GHz ARMv8 64 bit (quad core) |
Jan 2018 | $10 | Zero WH | 40 | 1.0GHz ARMv6 (single core) |
Feb 2017 | $10 | Zero W | 40 | 1.0GHz ARMv6 (single core) |
Feb 2016 | $35 | 3 B | 40 | 1.2GHz ARMv8 64bit (quad core) |
Nov 2015 | $5 | Zero | 40 | 1.0GHz ARMv6 (single core) |
Feb 2015 | $35 | 2 B | 40 | 900MHz ARMv7 (quad core) |
Nov 2014 | $20 | 1 A+ | 40 | 700MHz ARMv6 (single core) |
Jul 2014 | $25 | 1 B+ | 40 | 700MHz ARMv6 (single core) |
Apr 2014 | $30 | Compute | 200 | 700MHz ARMv6 (single core) |
Feb 2012 | $25 | 1 A | 26 | 700MHz ARMv6 (single core) |
Feb 2012 | $35 | 1 B | 26 | 700MHz ARMv6 (single core) |
There are other SBCs (Single Board Computers) available. The Raspberry Pi is not the best, but the Raspberry Pi is one of the cheapest and most popular boards. Other SBCs include Pine64 ROCKPro64, OLinuXino, Beagleboards, OEMA68, Parallella with 18 core processors, Banana Pi, C.H.I.P. the $9 base modular computer, and Cubieboards. With anything popular in the open source community, higher numbers of people working on a projects yields more projects, tutorials, and development. I started with the journey into single board computers with the Raspberry Pi model 1 B.
Electricity efficiency: A typical desktop computer without a monitor consumes 200 W 800 mA. If you were to leave a full computer running all day for a year, you would be using 1752 kilowatt-hours or about $630 on your electric bill. A 5 W Raspberry Pi running all day for a year would use 43.8 kilowatt-hours or about $15. This makes a large environmental difference for long-term projects like hosting a web server or opening your garage when your phone comes within range. source
The Raspberry Pi Zero uses the letters W and H to differentiate whether it includes WiFi and soldered GPIO pins. W and H affect the price and size. I would recommend including the H for educational environments unless you are planning on doing a soldering lab as part of the course. It is not difficult to solder the pins, but it is time-consuming.
Microcontrollers are also a great education device for youth. You can program a microcontroller with a computer, but you cannot program a computer with only a microcontroller.
The Raspberry Pi Pico is a $4 microcontroller board from Raspberry Pi released in 2021. This is an excellent price for a microcontroller, but this adds some additional confusion to the education space which already had enough difficulty differenciating between computers and microcontrollers before this. You cannot say anymore that Raspberry Pis are computers and Arduinos are microcontrollers.
I would recommend starting with the latest B model as it mostly uses standard ports and requires less dongles. If you are trying to fit a computer in a really small space, start with one of the 0 models.
What about all of the extra things you need to make it work? I made a shopping cart at the Cambridge, MA Micro Center page with everything I would buy for one.
-
$29.99 RS Raspberry Pi 3 Model B
-
$8.99 Micro-USB Power Supply 5 volt 2.5 amp
-
$3.99 Inland Wired Optical Mouse
-
$3.99 Inland Wired Keyboard -$5.99 Micro Center 16GB micro SDHC Class 10 Flash Media Card
-
$52.95 Subtotal
-
$4.50 Tax
-
$57.45 Grand Total
Some of these items are commonly lying around already. Cheaper prices can be found at other online stores, thrift stores, and garage sales. Three things that I did not include are a case, fan, HDMI cable, and a screen with HDMI or DVI. Optionally, Legos or a 3D printer can be used to build a case. TVs are almost everywhere.
I would now recommend using a fan with Raspberry 4 and 5 models. Raspberry Pi 0 through 3 can be run without a fan in most cases, but Raspberry Pi 4 and greater will require a fan to avoid thermal throttling.
Another ready to go option is the pi-top for $300 or the pi-topCEED for $150 which are Raspberry Pi workstations that include monitors.
There are many different operating systems available for the Raspberry Pi. For
this tutorial, I will use Raspberry Pi OS because it contains software to get
started, has excellent community support, and most project tutorials use
Raspberry Pi OS as a starting point.
Why GNU/Linux? GNU/Linux is built on
free software
and can be easily downloaded, modified, distributed, and used with few to no
restrictions. This is very beneficial for a programming environment. GNU/Linux
is also used by the most advanced science and technology institutions such as
the International Space Station, CERN, US Navy, US DOD, FAA, USPS, Google,
Novell, IBM, Cisco, and Amazon.
You can even make your own operating system for the Raspberry Pi.
The Raspberry Pi usually does not come with an operating system or storage. You run the operating system from a microSD. If you have never installed or experimented with GNU/Linux before, use NOOBS. It was made to be as easy as possible. If you mess it up, hold shift while you boot and reinstall.
Video tutorial of installing NOOBS
- Download this large zip file to your other computer: https://downloads.raspberrypi.org/NOOBS_latest
- You will need a class 10 microSD card greater than or equal to 8GB. If you have other files on the microSD card you will be using, back those up to another location, then format the microSD card to FAT32. Extract all of the files directly to a microSD card.
- Put the microSD card into the Raspberry Pi and plug in your power supply. The Raspberry Pi will light up.
- A menu of operating systems appears. Put a check next to Raspberry Pi OS. At the bottom of the screen change the international options to your country. I choose US. There are many differences between a keyboard in the United States and one in Great Britain. Click ''Install'' and wait a long while.
- You have an Operating System!
If copying files to a microSD card is too daunting of a task, preinstalled cards are also available for purchase.
Every GNU/Linux distribution has a set of software that can be installed for free called a repository. The App Store and Google Play store were based on the concept of a repository. All of your software can be installed and updated from one central place. To get a visual glipse of the repository, I like to use a program called ''synaptic''.
IMPORTANT: To open a terminal in Raspberry Pi OS, click on the black rectangle in the
upper left of the screen.
To install synaptic, run this command in a terminal:
sudo apt install -y synaptic
Open synaptic, click the update button to get the latest list of programs, and then page down to browse. That is an incredibly large list of programs. All of them are absolutely free. Most of them are open source. The search button at the top right allows you to search for keywords in the name and description.
I would love to teach everyone to program in a day. That is not possible. I can show you some cool things you can do with programming. I can tell you how to learn more. You will have to do more on your own, practice, find a project that you can work on during your spare time, search for solutions, read code and tutorials, communicate with other programmers, ask questions, and have fun making new things.
Why should you use the Raspberry Pi for programming? I see lots of web developers use these shiny, expensive laptops. They design engaging interactive websites. They put them out on the Internet and then the result does not work for the majority of computers. They write it off and say, "Oh, well. It works for me." That attitude does not change the situation they face. Many people cannot use their website. Had they developed on a low spec Raspberry Pi, the result should work on any computer or phone.
I will be using Python for these examples. Python is an easy-to-read, beginner programming language that can do almost anything with extra libraries. Libraries expand the functionality of a language by adding more functions, APIs (application program interfaces), and features.
NOTE: While learning, try to debug and follow all errors. The error should give line numbers. Check that line, if it leads to another function, check that function. Google the error if that does not help. Replace the file with the original if all else fails.
I will be using many terminal commands. It is dangerous to take the word of a stranger on the Internet when dealing with terminal commands. GNU/Linux has some built in documentation. You will need the Internet to find most information and tutorials, but the built-in documentationation helps as a quick reference. You can use the ''man'' command to look up information about a command. To find information on using the ''ls'' command, try this in a terminal:
man ls
You can also read the manual for the manual with this command:
man man
Python has even more built in documentation than its man page. Open the interactive Python prompt with this command:
python
Now we can access the interactive help menu with this command:
help()
Quit the interactive help menu with this command:
quit
Quit interactive Python with this function:
quit()
You can teach yourself the basics of using the command line with an interactive website at:
https://www.codecademy.com/learn/learn-the-command-line
You can teach yourself the basics of Python with an interactive website at:
http://www.codecademy.com/tracks/python
I highly recommend the codecademy free resources after this workshop. Spend at least 15 minutes each day on codecademy when teaching yourself a new programming language. Codecademy is the easiest way to learn the syntax of a programming language. You can log in to save your progress using Facebook, Google, or make a new account. That is how I started learning Python. When I thought I was familiar enough with the Python syntax to make my own programs, I used google, stackoverflow.com, and other websites to make new programs of my own.
It is about a 13 hour course, but doing 2-4 hours will be enough to get you familiar with the basics of the language and the syntax. You can use google-fu and extra modules to script more after a few hours on codecademy.
Hello, world! is traditionally the first program that anyone writes when tackling a new programming language. It is a simple program that says, "Hello," to the world.
NOTICE: This comic is dated and uses the old way to use print. Older versions of Python 2 used this format. Later versions of Python 2 use the new way as well as the old way. It is good to be aware of this, as many old examples still exist on the Internet.
In a terminal, type this command:
python
The cursor will now follow three greater than symbols >>>. Type this command and we will be on our way:
print("Hello, world!")
If you read ''Hello, world!'' back from the computer, you succeeded. Pat yourself on the back and feel good about writing your first line of Python code. Quit interactive Python with this function:
quit()
We will do this same exercise in a different way. Open up a text editor from the terminal using the following command line. Nano come installed with Raspberry Pi OS. Nano is a terminal application so we will use that. We will also create a new file and give it a filename as we open it.
nano hello.py
Write out the print function again.
print("Hello, world!")
Exit by holding CTRL and pressing X. It asks if you want to save changes. Press Y and enter. You have now saved your program as a text file.
We will call this new text file into Python with this quick command:
python hello.py
You wrote your first program! Now, we will get to the good stuff.
I believe that infinite loops are one of the most exciting concepts in computer science. A ''normal'' programming book will hold out on this information until much later. I like to give away some spoilers.
We can copy our hello.py file from earlier to a new file with this command:
cp hello.py helloloop.py
We can open the new file with nano using this command:
nano helloloop.py
Now, add a new line to the beginning of the file that reads:
while True:
Put a tab in front of our earlier work so that the file looks like this:
while True:
print("Hello, world!")
Exit by holding CTRL and pressing X. It asks if you want to save changes. Press Y and enter. You have now saved your program as a text file.
When we run this file, it will not stop printing ''Hello, world!'' until we force the program to close. To close the program, hold CTRL and press C. You could also close the terminal window, but we will need it again in a second. Run the new program with this command:
python helloloop.py
Remember to close it by holding CTRL and pressing C once you have had enough! That was your first loop! Loops are great for when you want to repeat something without having to start it each time. Our loop is much easier to write than the alternative:
print("Hello, world!")
print("Hello, world!")
print("Hello, world!")
print("Hello, world!")
print("Hello, world!")
print("Hello, world!")
print("Hello, world!")
print("Hello, world!")
Programming may seem like a lot of typing at first, but it allows you to type less in the long run.
If you have ever used an Arduino, you are already familiar with input/output pins. These can be programmed and linked to other components to build custom circuits. The Pi A & B have 26 pins. The Pi A+, B+, 2 B, Zero, 3 B, 3 B+, 4 B, and 5 have 40 pins. The Pi Compute Module has 200 pins.
Models A & B | Models A+, B+, 2 B, Zero, 3 B, 3 B+, and 4 B |
---|---|
These are programmable with Python. I will do a simple demonstration of this and continue onward. If circuitry and robotics is a passion of yours, dig in.
I will use two wires and an LED light with two pins, one short and one long. The Pi's third pin from the corner is a GROUND. One wire will connect the LED's short pin to the Pi's GROUND. The other wire will connect the long pin to the pin labeled GPIO7 in the diagram above (the thirteenth pin down on the right).
We will light up the bulb using two methods: once with Python and once with bash. Bash is a command line shell. Getting to know bash is a great way for students to start digging into the most basic elements of programming, so I wanted to introduce it a little bit here.
Setup the modules you will need by running the following on the command line. Modules for Python expand the functionality of the programming language. Some modules are associated with Python by default and many others are available to download. All of your modules can be listed with the Python function ''help('modules')'' from within interactive Python. In this example, we will use the RPIO module, which connects Python with the pins of the Pi, and the time module, which allows Python to track the passage of time.
sudo apt update
sudo apt install -y python-dev python-rpi.gpio
We will write a Python script using nano again. We will call the file LED7.
nano LED7.py
Once RPIO is installed, this module can be pulled into any Python script with
import
as shown here.
import RPi.GPIO as GPIO
import time
# Choose which GPIO pin to use
led = 7
# set up GPIO as output
GPIO.setmode(GPIO.BCM)
GPIO.setup(led, GPIO.OUT)
# set pin GPIO7 to be "on," turning on the light
GPIO.output(led, 1)
# delays for 1 second, keeping the light on briefly
time.sleep(1)
# set pin GPIO7 to be "off," turning off the light
GPIO.output(led, 0)
# delays for 1 second, keeping the light off briefly
time.sleep(1)
Exit by holding CTRL and pressing X. It asks if you want to save changes. Press Y and enter. You have now saved your program as a text file.
Since Python is controlling hardware with this script, it will need root privileges. Use this command to run the script:
sudo python3 LED7.py
The light should turn on and off.
Another way to approach this is to use bash. Bash is the default shell for the command line. This is possible because everything in the system is treated like a file, including hardware (like the pins) or other devices. This usage of bash is more complex than the RPIO method in pythod, but it is also very precise. We will not focus on the code here, just be aware that it can be done if students want to manipulate any of the hardware from the command line.
sudo echo "7" > /sys/class/gpio/export
sudo echo "out" > /sys/class/gpio/gpio7/direction
sudo echo "1" > /sys/class/gpio/gpio7/value
sudo echo "0" > /sys/class/gpio/gpio7/value
Echo is a self-explanatory command. It repeats back what you give it. The greater than symbol ''>'' sends the output of the previous command to overwrite a file. In this case, the file is actually hardware instead of a document. This is a unique aspect to Unix and GNU/Linux.
If you replace the LED with a motor, the same code can control a robot!
For more information about projects using the Raspberry Pi's GPIO, check out these links:
- https://www.raspberrypi.org/learning/python-quick-reaction-game/worksheet/
- https://pythonhosted.org/RPIO/
- https://pypi.python.org/pypi/RPi.GPIO
- http://elinux.org/RPi_Tutorial_Easy_GPIO_Hardware_%26_Software
- http://log.liminastudio.com/writing/tutorials/tutorial-how-to-use-your-raspberry-pi-like-an-arduino
Raspberry Pi OS comes bundled with some games written in Python. I like to use these games as a starting point when teaching kids about programming in Python. The programs are small enough that you can read them in one sitting, and they are very well commented. Comments are lines that start with ''#'' and are ignored by the computer.
We will pick a game, demonstrate how it works, read code, make a change, and test. This is a great exercise to do with students. However, changing variables is a backwards way to learn a language. Remember to visit codecademy to learn more.
Pygame is a module that can be used to write games and modify them. Python, the pygame module, and games written with pygame can be installed on GNU/Linux, Mac, and Windows. You do not need a Raspberry Pi for this section.
I would suggest downloading Python version 2.7 to maximize compatibility with pygame.
- GNU/Linux Installation Instructions
Python is probably already installed on your GNU/Linux system. You can check that Python 2.7 is installed by running this command:
python -V
Pygame is installed by default on Raspberry Pi OS. If you are on a debian based system, you can install pygame with this command:
sudo apt update && sudo apt install -y python-pygame
Since pygame depends on Python, the correct version of Python would also be installed with this command.
- Mac Installation Instructions
Download Python and pygame. Install Python and then install pygame. Note: I am purposefully linking to an older release of Python 2.7.
- Windows Installation Instructions
The easiest way to install Python (and many other common programs) for Windows is through ninite. Ninite is a website that allows you to install many programs at once. The ninite download program can be left on your system and used as an updater in the future.
We also need the pygame module. Install Python and then install pygame.
You can download the code we will start with from:
http://inventwithpython.com/makinggames_src.zip
These games written with pygame originated from the Invent with Python website. You can get a free book that accompanies the games.
There are hundreds of free games that you can modify from the pygame webpage.
Check out the pygame tutorials for more information.
Beginner: Download Al's games from http://inventwithpython.com/makinggames_src.zip Unzip them and play a bit. Then, open a file that ends in .py in a text editor or IDLE, change variables, save it, and test it out by playing the game again.
Intermediate: Change a game from inventwithpython, http://www.pygame.org/, or https://pyweek.org/ into something that looks completely different from the original with different game mechanics. Since you're making bigger changes, save your work with a new file name.
A simple example of this is TheGameThatMarioBeat2.py based on code from wormy.py The Game That Mario Beat 2
Mastery: Build your own game starting with a blank document using python and pygame using the internal documentation for python and pygame and the python and pygame websites.
- Fat Math Three is a well made, choose-your-own-adventure with a math game mechanic made for PyWeek.
- Endgame: Singularity is a simulation game in written with python, pygame, and numpy that explores the perspective of an AI. Source code is on github.
- Video tutorial series from TheNewBoston
To add your own images to games, you need to use a photo editor. GIMP (the GNU Image Manipulation Program) is free and open source and works on the Raspberry Pi 3, GNU/Linux, Mac, and Windows.
The default layout has three windows (tools, image, and layers) and can be confusing to young kids. On the menu bar, choose Window and "Single-Window Mode" to make it easier to navigate.
Beginner: To familiarize yourself with it, take an image from PyGame or Ren'Py and make some changes to it. Export it into the same format and test the python script to make sure it works.
Intermediate: Use a picture from the Internet. If you are planning on using the image for a public project, make sure you have the right to reuse the image. Bring the image into GIMP. In the layers panel, right click on the image layer and choose "Add Alpha Channel" which adds the ability to have a transparent background. Crop the character, sprite, or object so that everything else is a checkerboard pattern. Save it as a png file. Try using this png with python in a pygame activity. You could also take a photo of yourself with a camera, open the photo with GIMP, crop your body or face so that the background is transparent, save the image, and test with python.
Note that if you are editing very large images on the Raspberry Pi, the speed of the operating system will decrease. Shrink the image or find a smaller image if this occurs.
Minecraft is the best selling game of all time. Mojang (the original developer of Minecraft before Microsoft bought them) wrote a version specifically for the Raspberry Pi. Mojang gave it alway for free in hopes of teaching youth programming. Python and java modules accompany the game. Minecraft: Pi Edition and the python and java modules are already installed on Raspberry Pi OS.
NOTE: Minecraft: Pi Edition only works for the Raspberry Pi's CPU architecture ARM. Since the game itself is not open source, it cannot be recompiled for other computers. To work with Minecraft: Pi Edition on a 32 or 64 bit CPU architecture, you have to emulate a Raspberry Pi with something like QEMU (more on that in the projects section). Reach out to me if you find a way to do a similar curriculum with Minecraft: Java Edition or Minetest.
Start up Minecraft: Pi Edition.
NOTE: Do not make the game full-screen. Children tend to do this first thing. The mouse will not work optimally, and it is not meant to be full-screen. It is meant to take up some of the screen while you code next to it.
Create a world and start to play. Notice the three cartesian coordinates in the top left corner of the screen. These coordinates give numbers to the x, y, and z axis of the game world.
Open up leafpad to code in a text file, or type ''python'' into the terminal to code in an interactive Python shell, and we will write a program for Minecraft.
# import the modules
from mcpi import block
from mcpi import minecraft
# First make a connection between Python and the game
mc = minecraft.Minecraft.create()
# mc is a object we can call to control the world. Let's say, ''Hello!''
mc.postToChat("Hello, Minecraft World!")
# Now add a block. You could read the coordinates in the top left, and choose
# numbers near those.
mc.setBlock(-7, 10,0 , block.STONE)
# Try to spell a word in the sky. It is very easy with copy and paste.
mc.setBlock(-7, 9, 0, block.STONE)
mc.setBlock(-7, 8, 0, block.STONE)
mc.setBlock(-7, 7, 0, block.STONE)
mc.setBlock(-7, 6, 0, block.STONE)
mc.setBlock(-7, 9, 1, block.STONE)
mc.setBlock(-7, 10, 2, block.STONE)
mc.setBlock(-7, 9, 3, block.STONE)
mc.setBlock(-7, 10, 4 , block.STONE)
mc.setBlock(-7, 9, 4, block.STONE)
mc.setBlock(-7, 8, 4, block.STONE)
mc.setBlock(-7, 7, 4, block.STONE)
mc.setBlock(-7, 6, 4, block.STONE)
# I spelled the letter M. Try to write your name and impress your friends.
If you typed this into a file, save it as minecrafthack.py and run it with ''python minecrafthack.py''
Something is not right. We will have to fix it. See if you can fix my capital M with code.
See if you can write your entire name.
There are other projects that can be found elsewhere like the interactive photo booth, giant clock, and more.
This is only the beginning of what can be done. Check out these links for more Minecraft projects with the pi.
- Raspberry Pi page about Minecraft: Pi Edition
- Minecraft Pi api reference
- An overview about Minecraft Pi programming with links
- How to connect Python to regular Minecraft using bukkit server
- How to connect Python to regular Minecraft using canary server
- Getting started with Minecraft: Pi
- Working clock project for Minecraft Pi
- Other projects from that programmer/author Martin
- Minecraft: Pi Edition home page - the api has been updated since then
- Book - Adventures in Minecraft
- Book - Learn to Program with Minecraft: Transform Your World with the Power of Python
Programming Python, loops, GPIO, and Minecraft is all cool, but can we combine them? Yes. Here are two example scripts:
Processing is a great introductory programming language that can make generative art, interactive art, and drawing. https://processing.org/
Processing is a programming language about making visual art. Processing is geared towards making interactive drawings with code. It works on Android, iOS, GNU/Linux, Mac, and Windows. Drawings can be generated from mouse movements, music frequencies, GPIO inputs, or web apis. Processing is one of the easiest languages to learn. Processing uses java syntax by default. You can also use javascript live on webpages through p5.js. Python syntax can also be used if enabled.
To install processing on the Raspberry Pi, run these two commands:
wget https://processing.org/download/install-arm.sh
sudo sh install-arm.sh
If you want to use P3D, this command will fix a bug in the latest versions of Raspberry Pi OS (at the time of this writing):
sudo aptitude remove libgles1-mesa libgles2-mesa
These are scripts I have made or modified using Processing:
Generative art using randomly moving triangles of random sizes. These triangles have a calming and mesmerizing effect on the viewer. As this script continues, the result becomes more unique and beautiful. Run for an hour to multiple days. Hold 's' to save images.
JitterRotate is an experiment with semantic errors. Generative art using randomly moving triangles of random sizes, colors, rotation, and transparency. This sketch only takes about 30 seconds to peak. Hold 's' to save images.
Draw with squares, ellipses, and triangles. Shapes have random fill color, stroke color, stroke width, and size. WARNING: Contains flashing lights. Hold 's' to save images.
The code for my processing examples can be found at my Processing github.
To learn more, check out the Resources section and my page of examples.
Note: Java is licensed under the Oracle Binary Code License which differs from many of the other licenses discussed around the Raspberry Pi.
I will not demonstrate Computer Vision, but I have to mention it. ''opencv'' allows you to program the sense of sight. Analyze photos, video, or live feeds and make decisions based on what you "see." It is a very powerful module for Python. ''simplecv'' makes it much easier to write programs. OpenCV is a framework that works on top of C++, Java or Python.
To learn more, check out the Resources section.
Programming on the Raspberry Pi is one of my favorite activities, but I understand that not everyone is as passionate about code as I am. There are many different directions you can take with the Raspberry Pi that have nothing to do with code. This section is full of projects, solutions, and resources to use the Raspberry Pi in creative ways.
Have you ever wanted to run your own radio station? You can turn your Raspberry Pi into an FM radio transmitter using one wire and a Python script.
Notice: If the project was left running in the United States, the FCC could track you down for using improper signals. The problem is that depending on the frequency you use, you could be interfering with frequencies used by emergency services. The reason for this is the makeshift antenna and program sends out block shaped radio waves instead of sine waves. This spills over to other frequencies unintended by the program.
http://www.instructables.com/id/Raspberry-Pirate-Radio/
http://makezine.com/projects/raspberry-pirate-radio/
http://lifehacker.com/start-a-pirate-radio-station-with-a-raspberry-pi-and-a-1538837219
http://myhowtosandprojects.blogspot.com/2014/04/raspberry-pi-make-your-own-pirate-radio.html
If you can power a light with GPIO pins, you can just as easily connect it to a motor. Add more motors and you have a robot.
http://diyhacking.com/raspberry-pi-robot/
What better way to learn web design than creating your own web server? You can turn a Raspberry Pi into an entire web stack. ''LAMP'' stacks are very popular among the industry (GNU/Linux + Apache + MySQL + PHP). You can also create a lighter stack to accomplish nearly the same thing such as GNU/Linux + Nginx + SQLite
- PHP (LNSP) when using a web stack on the Raspberry Pi. These can also interact with Python.
https://wiki.archlinux.org/index.php/Nginx
Most of the "smart" baby monitors on the market are always on devices connected to the Internet that you do not control. I built my own with PiCam. It can record to a file or stream on your local area network (LAN).
# If you have not enabled camera, enable it with raspi-config then reboot
sudo raspi-config
# Install dependencies
sudo apt update
sudo apt install -y libharfbuzz0b
sudo apt install -y libfontconfig1
# Create directories and symbolic links
cat > make_dirs.sh <<'EOF'
DEST_DIR=~/picam
SHM_DIR=/run/shm
mkdir -p $SHM_DIR/rec
mkdir -p $SHM_DIR/hooks
mkdir -p $SHM_DIR/state
mkdir -p $DEST_DIR/archive
ln -sfn $DEST_DIR/archive $SHM_DIR/rec/archive
ln -sfn $SHM_DIR/rec $DEST_DIR/rec
ln -sfn $SHM_DIR/hooks $DEST_DIR/hooks
ln -sfn $SHM_DIR/state $DEST_DIR/state
EOF
chmod +x make_dirs.sh
./make_dirs.sh
# Optionally, increase microphone volume with alsamixer
#alsamixer
# Install picam binary
wget https://github.com/iizukanao/picam/releases/download/v1.4.6/picam-1.4.6-binary.tar.xz
tar xvf picam-1.4.6-binary.tar.xz
cp picam-1.4.6-binary/picam ~/picam/
# Run picam
#cd ~/picam
#./picam --alsadev hw:1,0
# Install nginx
sudo apt install -y nginx
# Edit nginx configuration
echo "Within the server { ... } block add these lines:"
echo " location /hls/ {"
echo " root /run/shm;"
echo " }"
# location /hls/ {
# root /run/shm;
# }
sudo nano /etc/nginx/sites-available/default
# Set Picam to start automatically
echo "Before exit 0, add this line:
echo "/home/pi/picam-1.4.6-binary/picam -o /run/shm/hls --alsadev hw:1,0"
# /home/pi/picam-1.4.6-binary/picam -o /run/shm/hls --alsadev hw:1,0
sudo nano /etc/rc.local
echo "Find your local IP address."
ip a
sudo reboot
On another machine, test your stream.
VLC can open video streams. Kodi can open streams with the surveillance camera add-on.
My address was: http://192.168.1.208/hls/index.m3u8
https://github.com/iizukanao/picam
This project allows you to convert speech from one spoken language to another. Record audio of talking, convert the audio to text, translate the text to another language, and have it read back to you in another language.
http://www.daveconroy.com/turn-raspberry-pi-translator-speech-recognition-playback-60-languages/
https://github.com/dconroy/PiTranslate
The ''Internet of Things'' (IoT) is a way to connect everything together through the Internet. Purchasing IoT devices and appliances can be COSTLY unless you do it yourself. A single board computer and a little bit of Python knowledge can start you on the path to creating your own IoT devices. Slap a Raspberry Pi onto a garage door, program it to listen for your phone to connect to the network, and you have an automated garage door. There are unlimited possibilities now with single board computers.
https://www.raspberrypi.org/blog/tag/internet-of-things/
The Raspberry Pi foundation has designed two camera modules that can be easily connected to the Raspberry Pi. They are the camera and the infrared modules.
Emulating a Raspberry Pi on your Computer with QEMU and Windows
I confirm that it works and covers all pitfalls. It feels very slow to use because it is limited by 256mb of allocated RAM. The advantage of emulating the Pi on a computer is that the img file can be modified directly. A custom img with updated software and all of your programs can then be copied to your SD card.
Lakka is an official port of RetroArch for single-board computers such as the Raspberry Pi. RetroArch is a system that makes selecting and loading various games and game systems much easier than it was in the past. The Raspberry Pi can emulate many of the game consoles from 1977 to 1998. Performance varies based on model and RAM.
A popular alternative to this project is to build the Raspberry Pi into a handheld case using 3D printed cases and a tiny screen.
3D printing project for a GameBoy style case
The term cloud has been confusing the majority of computer users since its creation. It simply means you are putting your private data on someone else's server. Since you cannot verify that their interests are in your best interest, the majority of cloud based services cannot be trusted. You could build your own cloud! I will suggest Freedom Box. It acts as a cloud and more.
You can run a server on your Raspberry Pi called mumble that will allow your friends to all connect and talk to each other at once.
If you have access to a 3D printer or some spare legos, you can make your own cases. You can use any 3D modeling software to design your own 3D shapes to protect your Raspberry Pi. Here are some examples of cases that others have made:
8 Interesting DIY RPi Case Ideas
Thingiverse 3D models Raspberry Pi Results
The AstroPi project put some Raspberry Pi computers on the International Space Station. You can build a duplicated device using a 3D printer, a Raspberry Pi, and a Sense Hat. There are programming competitions regularly that you can enter. Your Python experiment can be carried out in space. The Raspberry Pis in space even have their own twitter accounts that you can browse.
https://www.raspberrypi.org/blog/astro-pi/
https://twitter.com/astro_pi_ir
https://twitter.com/astro_pi_vis
How cool would it be to use your phone to control the stereo? You can do that with the Raspberry Pi. Put all of your music on a storage device. Connect your music collection to your Pi. Install and configure mpd (Music Player Daemon) on your Pi. Connect your Pi to the stereo. Connect your phone to your Pi through an MPD app such as MPoD or MPDroid.
# Update software repositories, remove unnecessary software, and install mpd.
sudo apt update
sudo apt remove -y pulseaudio wolfram-engine wolframscript scratch # Removing pulseaudio fixes the volume control problem. Removing wolfram and scratch speeds up upgrade time.
sudo apt upgrade -y
sudo apt install -y mpd mpc
# Change ownership of mpd folders to user mpd and group audio.
sudo chown mpd:audio -R /var/lib/mpd
sudo chown mpd:audio -R /var/log/mpd
# Change the settings for mpd.
sudo nano /etc/mpd.conf
# Add a drive formatted with ext4 containing music files.
# Symlink the music drive to the mpd directory.
sudo ln -s /mnt/music1/Audio /var/lib/mpd/music/
# Change the ownership properties of the mounted drive.
sudo chown mpd:audio -R /mnt/music1
# Restart mpd
sudo service mpd restart
# Update mpd database
mpc update --wait
# Check the progress of the database or look for errors.
tail -n 30 /var/log/mpd/mpd.log
http://elinux.org/Rpi_Music_Player_Daemon
Kodi is a powerful media center that can be installed on your Raspberry Pi. You can view your video files from a hard drive or stream files from the web. I have had the most success with OSMC which can be installed directly from NOOBS with an Internet connection.
The Raspberry Pi has released a 7 inch touch screen. Connect the cables to the Pi, add power, and you have a tablet.
https://www.raspberrypi.org/products/raspberry-pi-touch-display/
VNC can be used with nearly all computer systems including GNU/Linux, iOS, Mac, and Windows. It is a way to share control of a computer across a network or the Internet. Today, it is most commonly used for tech support from remote sites. VNC software can be installed with these commands:
sudo apt install tightvncserver xtightvncviewer
A VNC server can be started with this command:
vncserver :1 -geometry 1920x1080 -depth 24
Other computers or phones on your network can connect to your Raspberry Pi with the proper credentials using your local IP address. IPv4 addresses are four sets of numbers separated by periods. An example of an IP address is 192.168.1.58. Your local IP address can be found using the command:
ifconfig | grep inet
https://www.raspberrypi.org/documentation/remote-access/vnc/
Build your own motion detection cameras and have them email you when someone walks near your car. Create a camera that emails you a picture of your desk every hour. The possibilities are endless.
Create a system to check the temperature and humidity outside. Based on that information, the Raspberry Pi could email you what you should wear to stay warm throughout the year.
Many artists have included Raspberry Pis into their work. One of the most tranquil of such projects is called ''Lichen Ohms Seriatim'' located in Cambridge, United Kingdom. Participants carry around a Raspberry Pi with a screen, bluetooth adapter, headphones, and a battery in a clear plastic container. The sounds change as they approach bluetooth beacons referred to as ''lichens.'' This creates an immersive audio/video experience.
https://www.raspberrypi.org/blog/lichen-beacons/
http://www.ludions.com/projects/lichens/
You can create a beowulf system by connecting a bunch of computers together using network cables, GNU/Linux, and software to make them act as one.
http://www.zdnet.com/article/build-your-own-supercomputer-out-of-raspberry-pi-boards/
GCHQ's 66 Raspberry Pi Cluster
Dramble is a 5 RPi Drupal cluster that can be used to teach ansible.
Another great way to get more experience is to find a python script on github, make a github account, and fork the project. To fork a project, you can take someone else's program, make changes, and make it your own; or you can make a change, and submit the change back to the original project. Even changing a simple grammar mistake is a great first move.
This section is not a comprehensive troubleshooter for a Raspberry Pi, but it gives some examples of the problem solving skills that will be beneficial to your journey into microcomputers. When I bought my model B, a lot of problems had not been worked out. Compromises, workarounds, and hacks had to be implemented to accomplish some goals. Many of these problems have been solved with the new line of Raspberry Pis including the A+, B+, 2 B, Zero, and 3 B.
Note: This process changed with Raspberry Pi OS Bookworm and this section needs a revision. See https://raspberrypi.stackexchange.com/questions/144850/ for details.
If you have a Raspberry Pi and do not have a monitor there is a way! Maybe you went on vacation and could not fit a monitor in your luggage. Maybe you ordered some cables and are waiting for them to arrive. Maybe you are working on a project that will never use a traditional monitor. Do not fear! There is a way!
I am using a Debian-based GNU/Linux machine for this section. If you are using another operating system, the process will be different.
I flashed the Raspberry Pi OS onto a MicroSD card for the RPi. My sd card is sdc. Your device might be different.
sudo dd if=2021-03-04-raspios-buster-armhf.img of=/dev/sdc bs=4096 status=progress
I need to add wireless info and enabled ssh before first boot.
Mount the boot/ partition. My device is sdc.
sudo mount /dev/sdc1 /mnt
Add a blank file titled ssh to enable ssh.
sudo touch /mnt/ssh
Build an encrypted wpa_supplicant
file. Replace Netgear
with your network name.
wpa_passphrase Netgear
Enter the network password and press the Enter
key.
The wpa_supplicant with encryption will appear. Copy the contents into your
wpa_supplicant.conf
file and place it in the boot/
directory of the mounted
Raspberry Pi disk. Remove the commented out line that includes the unencrypted
password.
sudo nano /mnt/boot/wpa_supplicant.conf
Unmount boot/
.
sudo umount /mnt
Sync.
sync
Eject.
sudo eject /dev/sdc
Place the sd card into the RPi.
Scan the network before plugging the Raspberry Pi in. For this step, I am
using nmap
. Replace 192.168.0.0
with your local IP address. Replace
the number after the last period .
with 0
.
nmap -sn 192.168.0.0/24
Scan again a few minutes after plugging in the RPi.
nmap -sn 192.168.0.0/24
Note: If you do not have a laptop with GNU/Linux, you can scan the network with your phone. If you have administrator access to the router, you can also use the admin interface to look for differences in connected devices.
The difference is your RPi's local IP address. Connect to it using ssh
.
Replace 192.168.0.???
with the IP address of the Raspberry Pi.
ssh pi@192.168.0.???
Note: If you do not have GNU/Linux, you can use ConnectBot from F-Droid on Android based mobile devices.
Default password is raspberry
.
Change the password.
passwd
Now, you can do just about any command line work with the Raspberry Pi without a monitor.
This happens with kids ofen. The quick solution is to reboot. Click on the menu in the top left > Logout > Reboot.
This happens when you first plug in the Raspberry Pi with the power before the HDMI. If you change the order of operations to HDMI and then power, the boot process will automatically identify the video source and give provide optimal resolution.
Wireless adapters do not always work. This is because the hardware manufacturer has closed source, proprietary drivers. Some brands work very well and others require extra work to use them. After doing too much of the extra work, I always look up the chipset of compatible wireless cards BEFORE I buy a new one. Atheros chipsets are nearly always compatible. The packaging rarely says the name of the chipset so you always have to look it up.
The B has two USB ports. I need to plug in a keyboard, a mouse, and a wifi adapter. I could plug in the keyboard and mouse at the same time and use it perfectly with a wired ethernet connection. I could unplug the keyboard, plug in the wifi, search for networks. To enter in a password, I would have to unplug the mouse, plug the keyboard in, type the password, and then plug in the mouse. Just after I got a valid IP address, the wifi adpater would lose power. It would start up again, connect, and lose power. This loop would continue until I unplugged it. I ordered a powered USB hub off amazon. Once that arrived, I could plug in a keyboard, mouse, wifi adapter, and two storage devices. The best part about the powered USB hub is that you can power the Raspberry Pi with a MicroUSB to USB cable. The drawback after this is that I was using much more power then before. I was very surprised when I tried the B+ with four USB slots. On the B+, I plugged in keyboard, mouse, and wifi directly in and it worked perfectly.
Note: This was an early issue with the first generation of Raspberry Pis.
The operating system traditionally uses either a SD card or a microSD card. The firmware of the first production run ruined many SD cards. The firmware can be updated and it eventually got better. I had been running various GNU/Linux operating systems off of 16GB flash drives for many years at this point. After corrupting the same SD card many times, I gave up on the SD card. I had to use it to boot from, but I did not have to run the system off of it. Default Raspberry Pi OS has two partitions in its .img file. One is a boot and the other is the root. I modified the boot configuration to boot from /dev/sdb2 instead of /dev/sda2. I then used dd to copy the Raspberry Pi OS img to a flash drive. That one still works.
Note: This was an early issue with the first generation of Raspberry Pis.
One of the projects I made turned my Raspberry Pi model B into an mp3 player for my hi-fi stereo. I could control it with my iPhone over the network. Everything talked perfectly together. The only problem I had was that there would be a loud pop between each track. Not only is this annoying, but it could damage my speakers. The problem was well known on the Internet and by the developers. The problem was that the power would turn off when not in use and then turn back on. The power could not be left on using ALSA the default audio interface on Raspberry Pi OS. I solved this problem by installing PulseAudio. I configured pulse to remain always on. This solved my problem. The Raspberry Pi B+ and 2 B fixed this problem.
I did a programming workshop using my model B. I introduced what we were doing on a TV with the Pi. Later that day, I took it back out and I could not get any output from the HDMI. After troubleshooting a few things, it went back in the bag. I later give it to my tech team to try to solve the problem. They researched ways to troubleshoot the HDMI, they took off the case, and got it to work. This was reproducible. That official case has since been replaced with legos.
Desktop computers typically have a coin sized battery attached to the motherboard to keep the clock running on the BIOS. When the Rapsberry Pi gets turned off, it loses track of time. When connected to the Internet, this should not matter as it will get the correct time from a server. For offline projects, you must keep this in mind if your program uses specified times. As a work around, I boot up the system, set the time manually, reboot, and then the clock is correct. An example of this code is:
sudo date -s "14 APR 2053 15:34:00"
When installing from NOOBS and even if the language is correctly set at the bottom, sometimes the language and keyboard is still incorrect with Raspberry Pi OS. There is a GUI tool that can help configure this at the Raspberry Pi menu > Preferences > Raspberry Pi Configuration > Localisation. I use Set Locale, Set Timezone, and Set Keyboard in that menu.
To check localization settings, open a terminal and run this command:
locale
If settings are not correct, you can run this command (my preferences are English United States UTF-8):
sudo update-locale LC_ALL=en_US.UTF-8 LANG=en_US.UTF-8
journalctl -xb -p 5
reads systemd-udevd[208]: failed to execute '/lib/udev/mtp-probe' 'mtp-probe /sys/devices/platform/soc/
Install libmtp-runtime.
sudo apt install -y libmtp-runtime
From by The Good Doctor at https://crunchbang.org/forums/viewtopic.php?id=25200
By editing the /boot/config.txt
file, you can disable WiFi or Bluetooth at boot time.
Adding this line will disable WiFi:
dtoverlay=disable-wifi
Adding this line will disable Bluetooth:
dtoverlay=disable-bt
During a live presentation of this content, I like to give away a Raspberry Pi setup.
We will pick an almost random number using Python. Everyone gets a number 0 through n minus 1. n being the total number of people present. n-1 because 0 is a number.
Make a text file.
nano rpidrawing.py
Add this text to the file and modify as necessary.
from random import randrange
n = 30 # Total number of participants
print(randrange(0, int(n)))
Run the script.
python3 rpidrawing.py
The winner gets a Raspberry Pi!
If you did not win, you can buy the one I did this presentation with at cost.
We can encode a QR code offline on the Raspberry Pi using qrencode.
To install qrencode
on the pi run this command:
sudo apt update && sudo apt install -y qrencode
We will encode a QR code of this website to a PNG and then display the QR code with these two commands:
qrencode -o qrcode.png 'https://github.com/TechnologyClassroom/RaspberryPiProgrammingWorkshop'
feh -F qrcode.png
For more ideas on using qrencode, check out this Linux Magazine link.
This section contains websites and books for everything you ever wanted to know about the Raspberry Pi, GNU/Linux, Python, Processing, and Computer Vision.
Raspberry Pi Links:
- RPi Hub on eLinux
- Official Raspberry Pi website
- Raspberry Pi Subreddit
- Raspberry Pi projects from Make Magazine
- Ask questions on RPi Stack Exchange
- RPi channel on Instructables
- RPi tags on Instructables
- RPi contest on Instructables
- RasPi.TV blog
- Raspberry Pi Spy
- RPi tags on LifeHacker
- RPi tags on Hackaday
- Raspberry Pi news on Google News
- RPi Beginner channel on Youtube
- RPi playlist on Youtube
- RaspberryPiliz channel on Youtube
- Raspberry Pi Pod Podcast
- RasPiFeed
- Pi Cases Subreddit
- Projects from Raspberry Pi.org
- Program beats with Sonic Pi
- Programming music with Supercollider and Overtone on the Pi
- Node-RED "a visual tool for wiring the Internet of Things"
- Free Video Presentation: Using Raspberry Pi and Arduino to survive a zombie apocalypse By Simon Monk
- Wolfram cloud based programming language and Mathematica have free versions included on Raspberry Pi OS. For more information, see the wolfram reference.
Raspberry Pi Books:
- MagPi Magazine - Free digital magazines
- Raspberry Pi Geek Magazine
- Make: Getting Started with Raspberry Pi
- Make: a Raspberry Pi-Controlled Robot: Building a Rover with Python, Linux, Motors, and Sensors
- Adventures in Minecraft
- Learn to Program with Minecraft: Transform Your World with the Power of Python
- FREE Raspberry Pi User Guide
- FREE Raspberry Pi: Measure, Record, Explore.
- Programming the Raspberry Pi, Second Edition: Getting Started with Python
- Make: Getting Started with Raspberry Pi: Electronic Projects with Python, Scratch, and Linux
- Make: Action: Movement, Light, and Sound with Arduino and Raspberry Pi
- Raspberry Pi Cookbook
- Learning Python with Raspberry Pi
- Programming the Raspberry Pi, Second Edition: Getting Started with Python
- Make a Raspberry Pi-Controlled Robot: Building a Rover with Python, Linux, Motors, and Sensors By Wolfram Donat
- Make: Action - Movement, Light, and Sound with Arduino and Raspberry Pi By Simon Monk
- Raspberry Pi For Kids For Dummies By Richard Wentk
- Raspberry Pi Server Essentials By Piotr J. Kula
- Raspberry Pi Projects for Kids, 2nd Edition By Daniel Bates
- Getting Started With Raspberry Pi, 3rd Edition: An Introduction to the Fastest-Selling Computer in the World By Shawn Wallace, Matt Richardson
- Raspberry Pi User Guide By Gareth Halfacree, Eben Upton
- Raspberry Pi Hacks: Tips & Tools for Making Things with the Inexpensive Linux Computer By Ruth Suehle, Tom Callaway
- Free Video Presentation: Intro to Raspberry Pi: be prepared to be inspired to make awesome things By Ed Snajder
- Linux for Makers: Understanding the Operating System That Runs Raspberry Pi and Other Maker SBCs By Aaron Newcomb
- Pay-What-You-Want RPi: Measure, Record, Explore By Malcolm Maclean
Programming Links:
- Learn Programming Subreddit
- Daily Programmer Subreddit
- Programming Challenges
- Free programming books from O'Reilly
- Free resources from O'Reilly
Python Links:
- Codecademy's Python track
- DataCamp's Python Track
- LearnPython.org
- Python Subreddit
- pyNES allows you to write original Nintendo games in Python
- Invent With Python
- Python 3 Documentation
Python Books:
- FREE Make Games with Python MagPi ebook
- FREE Programming Book
- FREE Programming Book epub and examples
- FREE Functional Programming in Python By David Mertz
- List of free Python books online
- FREE Snake Wrangling for Kids
- Python for Kids: A Playful Introduction to Programming
- Teach Your Kids to Code: A Parent-Friendly Guide to Python Programming
- Python Programming for the Absolute Beginner
- Hello World! Computer Programming for Kids and Other Beginners
- Invent Your Own Computer Games with Python By Al Sweigart
- Python For Kids For Dummies By Brendan Scott
- Instant Pygame for Python Game Development How-to By Ivan Idris
Processing Links:
- Processing Raspberry Pi Wiki
- Processing home page - includes download links and documentation
- Online interactive p5.js tutorial through Processing.org. If you want more Daniel Sheffman, check out his programming videos on youtube and his extensive p5.js vimeo playlist.
- Processing subreddit
- Online interactive p5.js tutorial through Khan Academy
- Gallery of examples from Hello.Processing
- Installing Processing on the Raspberry Pi
- OpenProcessing is an online gallery of Processing sketches and code
- Free MOOC Creative Coding from Future Learn that uses a Processing Curriculum
- Configuring Processing with the Python language.
Processing Books and videos for purchase:
- Make: Getting Started with Processing - A Hands-On Introduction to Making Interactive Graphics By Casey Reas, Ben Fry
- Make: Getting Started with Processing.py - Making Interactive Graphics with Python's Processing Mode By Allison Parrish, Ben Fry, Casey Reas
- Make: Getting Started with p5.js - Making Interactive Graphics in JavaScript and Processing By Lauren McCarthy, Casey Reas, Ben Fry
- The SparkFun Guide to Processing: Create Interactive Art with Code By Derek Runberg
- Learning Processing, 2nd Edition: A Beginner's Guide to Programming Images, Animation, and Interaction By Daniel Shiffman
- Processing 2: Creative Coding Hotshot By Nikolaus Gradwohl
- Processing 2: Creative Programming Cookbook By Jan Vantomme
- Free Nature of Code By Daniel Shiffman
- Video: Processing and Arduino in Tandem: Creating Your Own Digital Art Tools By Joseph Gray
- Video: Processing and Arduino in Tandem: Video Mixer By Joseph Gray
- Video: Processing and Arduino in Tandem: Audio Visualizer By Joseph Gray
Computer Vision Links:
- simplcv
- OpenCV
- opencv-python tutorials
- Free PDF book: Programming Computer Vision with Python
- Free Video Presentation: Training Intelligent Camera Systems with Python and OpenCV By Joseph Howse
Computer Vision Books:
- Pay-What-You-Want Instant Raspberry Pi Computer Vision By Ashwin Pajankar
- Practical Computer Vision with SimpleCV: The Simple Way to Make Technology See By Kurt Demaagd, Anthony Oliver, Nathan Oostendorp, Katherine Scott
- OpenCV for Secret Agents By Joseph Howse
- Learning OpenCV 3 Computer Vision with Python, 2nd Edition By Joe Minichino, Joseph Howse
- OpenCV Computer Vision with Python By Joseph Howse
- OpenCV with Python By Example By Prateek Joshi
- Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library By Adrian Kaehler, Gary Bradski
- OpenCV 3.0 Computer Vision with Java By Daniel Lelis Baggio
- Learning Image Processing with OpenCV By Gloria Bueno Garcia, Oscar Deniz Suarez, Jose Luis Espinosa Aranda, Jesus Salido Tercero, Ismael Serrano Gracia, Noelia Vallez Enano
- Learning OpenCV: Computer Vision with the OpenCV Library By Gary Bradski, Adrian Kaehler
- Instant OpenCV Starter By Jayneil Dalal, Sohil Patel
- OpenCV 3 Blueprints By Joseph Howse, Steven Puttemans, Quan Hua, Utkarsh Sinha
- OpenCV with Python Blueprints By Michael Beyeler
- OpenCV 2 Computer Vision Application Programming Cookbook By Robert Laganiere
- OpenCV By Example By Prateek Joshi, David Millan Escriva, Vinicius Godoy
- OpenCV Computer Vision Application Programming Cookbook Second Edition By Robert Laganiere
- OpenCV Essentials By Oscar Deniz Suarez, Mª del Milagro Fernandez Carrobles, Noelia Vallez Enano, Gloria Bueno Garcia, Ismael Serrano Gracia, Julio Alberto Paton Incertis, Jesus Salido Tercero
- OpenCV Computer Vision Application Programming By Sebastian Montabone
- Mastering OpenCV with Practical Computer Vision Projects By Shervin Emami, Khvedchenia Levgen, Naureen Mahmood, Jason Saragih, Roy Shilkrot, David Millan Escriva, Daniel Lelis Baggio
- Android Application Programming with OpenCV 3 By Joseph Howse
- Android Application Programming with OpenCV By Joseph Howse
- OpenCV Android Programming By Example By Amgad Muhammad
- Mastering OpenCV Android Application Programming By Salil Kapur, Nisarg Thakkar
- Instant OpenCV for iOS By Alexander Shishkov, Kirill Kornyakov
- Arduino Computer Vision Programming By Ozen Ozkaya, Giray Yillikci
This guide was made with a laptop running GNU/Linux, various Raspberry Pi models, and countless hours of volunteer work and tinkering from open source programmers.
Python is one of the most fun programming languages. Remember to have fun with it and follow your imagination.
Copyright © Michael McMahon 2015-2024. Except where otherwise specified, the
text on
RaspberryPiProgrammingWorkshop
by Michael McMahon is licensed under the
Creative Commons Attribution-ShareAlike License 4.0 (International) (CC-BY-SA 4.0).