Raspberry Pi AI: Picroft Voice Assistant

Sdílet
Vložit
  • čas přidán 29. 06. 2024
  • Picroft voice assistant installed on a Raspberry Pi 4, including device pairing, WiFi setup, audio configuration, and various demonstrations of this free AI. Picroft is the Raspberry Pi version of the Mycroft open source voice assistant, and can be obtained from mycroft.ai/
    Note that I have no association with Mycroft, and that this is not sponsored content.
    The USB dongle microphone I used in my Picroft setup appears to be a generic model, and is available on Amazon.com here: amzn.to/3mxa0Ss and on Amazon.co.uk here: amzn.to/3JxDtFZ Note that these are affiliate links, and that as an Amazon Associate I earn from qualifying purchases when you click on them.
    My previous “Raspberry Pi Google AIY Voice Kit” video is here:
    • Raspberry Pi Google AI...
    And my “Alexa AI on Raspberry Pi” video is here:
    • Alexa AI on Raspberry Pi
    Finally, my recent ExplainingTheFuture video on “AI, Robots & the Future” is here:
    • AI, Robots & the Future
    More videos on computing and related topics can be found at / explainingcomputers
    You may also like my ExplainingTheFuture channel at: / explainingthefuture
    Chapters:
    00:00 Introduction
    00:58 Hardware
    05:13 Getting Picroft
    07:44 Setup
    11:52 Pairing & Demo
    15:41 Config & Skills
    20:32 More Pi AI
    #Picroft #RaspberryPi #AI #Mycroft #ExplainingComputers
  • Věda a technologie

Komentáře • 591

  • @strupat
    @strupat Před 2 lety +17

    This whole channel is a gem. Zero pre-tense, no click-bait, no fluff. Just good, honest content. Thank you.

  • @dschirpke
    @dschirpke Před 2 lety +18

    I have been running picroft for around a year in an AIY kit, works great been up for 219 days continuously.

  • @SMorrisRose
    @SMorrisRose Před 2 lety +11

    Since you ask, this is exactly the sort of content for which I go to this channel. Before this, despite having briefly fiddled with the Voice AIY and having an interest in voice recognition and IOT, I hadn't even heard of Mycroft. I use my "smart speakers" a lot but really don't want large tech companies in the loop when a FOSS solution exists.

  • @jscollett
    @jscollett Před 2 lety +107

    Picroft is such an interesting project. You can make it completely offline as well using a pre trained deep speech model. There is a video on their CZcams channel with a pi4 offline doing some home automation with custom skills. Would love to see more pi AI. Thanks for another great video good Sir.

    • @raywood1624
      @raywood1624 Před 2 lety +15

      jscollett Thank you for the the offline and automation information.

    • @jscollett
      @jscollett Před 2 lety +2

      @Matt I think out of all the personal assistants Mycroft is the most privacy oriented. After following them for years i can say that I trust them the most. I'm like you i don't want to rely on an internet connection.(and privacy)I want a lot of functions to work without it. For weather yeah i get that. Most other things....we can do offline.

    • @rikvermeer1325
      @rikvermeer1325 Před 2 lety +2

      @jscollet
      lol, i just posted something the same :D :D I've used deepspeech for it (my coffee machine). what did you use?
      Regards,
      Rik

    • @tonyhawk123
      @tonyhawk123 Před 2 lety +5

      I lost interest when he said it uses their servers. If theres a local way this sounds significantly more interesting to me. Thanks for the info. Would be nice to know how it compares for features (still full set of internet services?), whether the local training data (and service plugins) automatically gets updated periodically, whether services can be moved fully client-side too (like WolframAlpha, suspect not), how much is the response time improved by cutting out all the voice uploads (or is it even worse depending on processing power)?

    • @lolnyanterts
      @lolnyanterts Před rokem +1

      Can I mimic their cloud configuration on my own VPS?

  • @energyideas
    @energyideas Před 2 lety +10

    Love the testing sequence of the microphone.

  • @LostInThe0zone
    @LostInThe0zone Před 2 lety +6

    Great stuff, as usual. I love the micro processor boards and seeing all the potential they have.

  • @MarkTheMorose
    @MarkTheMorose Před 2 lety +133

    I'd advise against having Mycroft control the studio doors. At some point, he might tell you that 'the problem can only be attributable to human error', and refuse to open them.

    • @ExplainingComputers
      @ExplainingComputers  Před 2 lety +39

      Very good advice!

    • @kevinshumaker3753
      @kevinshumaker3753 Před 2 lety +8

      Excellent reference to a computer first activated 12 January 1992 (in 3 days to be 30 years old) (movie reference), but hopefully more like Mycroft Holmes IV (Moon is a Harsh Mistress)...

    • @brianm6337
      @brianm6337 Před 2 lety +36

      "Open the studio doors"
      "I'm sorry, Dave. I can't do that."
      "I'm not Dave!!!"

    • @wheelieblind
      @wheelieblind Před 2 lety

      @@ExplainingComputers I have always wondered if it would be possible to make a doorbell with camera out of a Pi or some other maker board?

    • @gabriel38g
      @gabriel38g Před 2 lety +11

      @@brianm6337 Dave's not here!

  • @anonimuso
    @anonimuso Před 2 lety +2

    Wow dude. You have the most polished videos. I love the way you have the setup options pop up in a box on the video. Makes it so helpful for following along. 👍

  • @aztek6358
    @aztek6358 Před 2 lety +2

    Wow, i just got a homework to write a paper about Raspberry Pi Voice Assistant and you uploaded this video two days ago. Wow you made my day, thanks!

  • @RetroSegaDev
    @RetroSegaDev Před 2 lety +21

    I'm absolutely gutted this wasn't around when I was doing my PhD! Open source voice assistants and synthesised speech via a Pi was something of a rarity back then. Things have moved on so much!

    • @jasoneverett
      @jasoneverett Před 2 lety +1

      just wanted to drop that you have a PhD.....I get it man, that's a lot of work.

    • @RetroSegaDev
      @RetroSegaDev Před 2 lety +1

      @@jasoneverett Not at all. A PhD is a lot of work but it's not the reason I mentioned it! 🙂 My work was in this area and I'd wanted an entire implementation on a PI so I could carry it around for demonstrations / studies. Unfortunately the technology just wasn't available. So I ended up lugging around a huge heavy laptop!

  • @MicrobyteAlan
    @MicrobyteAlan Před 2 lety +44

    Excellent lesson. Interesting and well presented. I like the Raspberry Pi episodes. Thanks

  • @warrengibson7898
    @warrengibson7898 Před 2 lety +67

    Chris has outdone himself! Packed with info presented in his usual literate and humorous style, and not least, with clean fingernails!

  • @srtcsb
    @srtcsb Před 2 lety

    Nice improvements over the 2017 video info. Thanks for another great one Chris.

  • @trevorberridge6079
    @trevorberridge6079 Před 2 lety +2

    Well Chris, would't you know it, I actually DO have a Playstation Eye hanging around. I've managed to use it with several applications on laptop and desktop pc as someone once created a driver that can be persuaded to co-operate with non-Playstation systems. As old as it is I always thought it would make a good microphone and/or webcam if only I could get it to run. As someone who previously ran an Alexa-type system on a Raspberry Pi following instructions in one of your videos (I used the recommended usb standalone mini-mic at the time) I am over the moon to see that this new Alexa-like project is compatible with the Playstation Eye out of the box. When I have time I'll try to get this all up and running. Great stuff Chris. You are one of the most inspirational and helpful people on CZcams as far as I'm concerned. You make everything so accessible.

  • @PS_Tube
    @PS_Tube Před 2 lety +3

    Another neat Pi project from our favourite channel EC. Nice DIY voice assistant.

  • @KwidzaxD
    @KwidzaxD Před rokem +2

    Oh man, the quality of this video is incredible. Good job!

  • @alanthornton3530
    @alanthornton3530 Před 2 lety +2

    As always Chris makes excellent videos that are thought provoking, just think of the future possibilities as things improve. Looking forward to next Sunday :)

  • @testlablive
    @testlablive Před 2 lety +1

    Cool setup, thanks Chris for a very useful Pi video.

  • @whiskeylinux
    @whiskeylinux Před 2 lety +5

    Great stuff as usual! I would enjoy a video on other Mycroft skills.

  • @desertlightning7335
    @desertlightning7335 Před 2 lety +3

    It would be awesome to see a series on this. I like the idea of virtual assistants, but I don't like using the off the shelf solutions for a number of reasons. Ideally I'd like to see local speech processing, and the ability to interface with either LAN devices, or Zigbee/Z-wave hubs. Deep learning would also be cool to see. Great video as always!

  • @JohnDunne001
    @JohnDunne001 Před 2 lety

    Thank you for the high quality content you're creating; Your videos are always a pleasue to watch and learn from! Gracias...

  • @LMacNeill
    @LMacNeill Před 2 lety +1

    Thank you for the reminder about the new video on your Explaining the Future channel. I'd forgotten that you were publishing one video a month there now, and I hadn't watched it yet.

  • @laupetre
    @laupetre Před 2 lety +1

    I love your channel and have been watching it for the past year or so. You are always very informative, clear and humorous.
    I would love more AI topics

  • @johnhanavan6833
    @johnhanavan6833 Před 2 lety +11

    Great Video! Yes, more AI content please! Home automation using a Raspberry Pi would be interesting if possible.

    • @europeansovietunion7372
      @europeansovietunion7372 Před 2 lety +3

      Yes, especially if everything could be computed locally...
      I don't need Big Tech to listen to everything I say (That's why I put my mobile phone away when I'm home...).

  • @jonareendrerud9949
    @jonareendrerud9949 Před 2 lety +1

    Great as always Chris

  • @kennedy67951
    @kennedy67951 Před 2 lety

    I really like this. Nicely done Video Mate. I do hope you'll continue to share your knowledge with me and all willing / wanting to learn.

  • @billbliss7407
    @billbliss7407 Před 2 lety

    Thanks for sharing this. I'll be following these instructions very soon to set up my own Picroft!

  • @videlivideli
    @videlivideli Před 2 lety +1

    Thank you very much for your outstanding presentation Professor Barnatt. I had long wanted to experiment with voice-activated AI, but hadn't made up my mind to do so because the other "free" services don't respect privacy. This excellent video has provided me with the existence of a private and open source solution. At the moment I have a very tight work schedule but I am planning to experiment with Mycroft for the end of January 2022, but on the Linux platform.
    Please I would love to see more Mycroft AI.Greetings.

  • @mightress
    @mightress Před 2 lety

    So many projects, so little time.....
    I am just venturing into Pi and Linux thanks to your videos. It is really fun and doesn't blow a lot of cash into a bottomless pit to get started.
    Two of my pi's: one is used in the kitchen by my wife as cook book. Made a wooden slim cabinet with an old monitor. Gets used a lot.
    Second is a surveillance cam for the house. Works great and was fun to set up.

  • @DrkFX
    @DrkFX Před 2 lety +1

    Great video! I remember that you cover Raspberry Pi Google AIY Voice Kit in 2017, at that time I built one Google Assistant too running on an old RaspberryPi2 (ArchLinux) + PS3Eye Camera (cheap + good microphones) + speaker and with a hack to accept voice command "Ok Google" without need to press a button, it works great too.

  • @trevorhunt6083
    @trevorhunt6083 Před 2 lety +1

    Brilliant as always Christopher.. Id love to see videos on..
    1. AI on the PI...
    2. Linux fundamentals - installing an OS, Command line navigation, suggested Linux alternatives to common windows programs..

  • @davidbeno344
    @davidbeno344 Před 2 lety +1

    Great video! Please continue with this topic!

  • @marksterling8286
    @marksterling8286 Před 2 lety +2

    I didn’t know about picroft, fantastic video I see a small project coming up for me. Thanks Chris have a great week.

  • @eljuano28
    @eljuano28 Před 2 lety +3

    "Hey Joshua!"
    >>Boodeep!
    "Let's play Global Thermal Nuclear War!"
    >>Wouldn't you prefer a nice game of chess?
    "Maybe later!"
    "Let's play Global Thermal Nuclear War!"
    >>... Fine.

  • @raywood1624
    @raywood1624 Před 2 lety +9

    Hello Chris, Another excellent video. Please continue this AI series. I would be interested to see if this can be implemented on an existing pi4 setup (overclocked, pwm fan script running, and oled display script running) rather than from scratch. Perhaps on a VM or on a docker setup? Very interested to see the GPIO control as well. Real world pi applications. Keep up the great work. Thank you.

  • @osborne82
    @osborne82 Před 2 lety +1

    tried mycroft few years ago, time to have another play. thanks for your videos

  • @AlexandreZandaoDrummond

    Excelent video. AI in SBCs is an interesting subject, keep doing videos like this!

  • @LeftoverBeefcake
    @LeftoverBeefcake Před 2 lety +1

    I'm checking this out on a spare Pi 3 with a Google AIY hat, and it works very nicely. Hopefully more skills become available with time, but the ones it currently has are still very useful, and I feel better about privacy since it's all open source. Thanks for the video, this is a lot of fun! I'd definitely like to learn more about sensors, screens, cameras, web APIs or other things that can be hooked into the AI system.

  • @JohnMayfield-NS
    @JohnMayfield-NS Před 2 lety +3

    Picroft also works well with Home Assistant for basic things like turning lights/switches on and off, hopefully expands more in that regard. It's funny, I had no interest in talking to my phone to ask things, but got really accustomed to it with picoft in the house.

  • @inpurgatory
    @inpurgatory Před 2 lety +2

    Definitely more interested in more pi AI content :)
    I have a few pi's laying around from past experiments that I can use.

  • @TheClembo
    @TheClembo Před 2 lety

    I just did this last week. The usb mic I have I'm not sure about and got hold of the PlayStation mic. That works fine! Still works out to be a not cheap alternative using a Pi4 but hopefully keeps it personal and private. God video. ATB

  • @khurushbengali28
    @khurushbengali28 Před 2 lety +4

    Best mic test ever 😆
    Love your content

  • @rickbonari4493
    @rickbonari4493 Před 2 lety +2

    Yes, more AI tutorials with raspberry pi and jetson nano. Thanks for your great videos !!!!!

  • @Vinz3ntR
    @Vinz3ntR Před 2 lety +1

    Great video! I also use these heatsink cases since the raspberry pi 2! They're great and cool very well.

  • @leminsc8
    @leminsc8 Před 2 lety

    Waiting so long for this kind of video! Secure voice assistant!

  • @PazuzuDaemon
    @PazuzuDaemon Před 2 lety +1

    This channel is so british I want some tea and jaffa cakes. Seriously speaking, thanks for all the content, always top notch!

  • @RCTurbine
    @RCTurbine Před 2 lety +1

    Thank you Chris for making this, I also knew nothing about open source AI. I have several Pi's and a TinkerBoardS on a network and would love to be able to control them using this. Be an interesting exercise. Thank you again, and a Happy, Healthy and Prosperous New Year to you and yours. Best regards, Peter L

  • @pezictusfish
    @pezictusfish Před 2 lety +1

    Voice sounds so cool, robotic enough. Picroft's voice was also cool!

  • @gregorymccoy6797
    @gregorymccoy6797 Před 2 lety +1

    Great video and even better subject. Thanks.

  • @martinsmith5028
    @martinsmith5028 Před 2 lety +1

    Good project as always. A mini Colossus - The Forbin Project (1970) starting to come true 😀

  • @abhijitborah
    @abhijitborah Před 2 lety

    Thank you for this presentation. Shall look forward to more pi ai.

  • @kencreten7308
    @kencreten7308 Před 2 lety +7

    This is very interesting. I have avoided corporate video and speech interaction devices (except for my phone that I often put in a Faraday bag) because of privacy concerns. Not that anyone is particularly interested in my life.... But, I have some linux machines around here and I'm definitely going to try this as I see they have a Linux version. Thanks very much.

  • @santosvision
    @santosvision Před 2 lety +1

    Love your videos, i've been working on AI personal companion at home using a jetson nano though, so I could run RNN

  • @jimlynch9390
    @jimlynch9390 Před 2 lety +1

    Another outstanding video. Please continue investigating AI. Thanks.

  • @ScottGrammer
    @ScottGrammer Před 2 lety +1

    I notice that at no point did we see Christopher except from the midriff up. “We are in Buckingham Palace, the very heart of the British nation. Sherlock Holmes, put your trousers on!” -Mycroft Holmes.

  • @williambryce8527
    @williambryce8527 Před 2 lety

    Great video, something totally new and interesting! Awesome Job!

  • @lionelreesable
    @lionelreesable Před 2 lety

    Thank you for the stimulating video. A great way to start the New Year. Best wishes, Happy New Year.

  • @avejst
    @avejst Před 2 lety +1

    Interesting video as always 👍🙂
    Thanks for sharing your experience with all of us 👍😀

  • @joeg3950
    @joeg3950 Před 2 lety

    Thank you. I’ll try this soon. And, yes, I would like to see more AI content on this channel.

  • @arjen7593
    @arjen7593 Před 2 lety +1

    Perfect, I like this kind of video, it keeps me interested longer than usual, good job😉

  • @fancy841014
    @fancy841014 Před 2 lety +1

    nice introduction! Thanks a lot for the cool project

  • @christiangrey3645
    @christiangrey3645 Před 2 lety +2

    I could listen to you talk all day!

  • @rikprince8414
    @rikprince8414 Před 2 lety +5

    Interesting! I have avoided these devices as I don't want to be tied to Amazon. This looks like a nice alternative.

  • @williamstevenson2649
    @williamstevenson2649 Před 2 lety +2

    Very interesting, even though I have no interest in speaking to my phone or PC. It's useful to see how it's done!

  • @skripnick1
    @skripnick1 Před 2 lety +1

    Excellent stuff.

  • @KarlMiller
    @KarlMiller Před 2 lety +1

    Didn't know about Mycroft so kudos for this video. Some follow up questions, for a subsequent video, are:
    1. Other English tts voice models? (Jarvis would be great)
    2. Is the cloud ASR (and parts) open source such that they can be operated locally without an internet connection?
    Even though they promise so fervently that my data will be private, I don't (and never) will trust any external organization to be honest or even to be free from hackers.
    You know the adage, "if I don't have root access, then someone else does"

  • @davidromero5779
    @davidromero5779 Před 2 lety

    I would like very much more videos about this topic. Thanks!

  • @shariarrahman7562
    @shariarrahman7562 Před 2 lety +1

    I love this video. Please do more raspberry AI stuff if possible

  • @skytechbits
    @skytechbits Před 2 lety

    Happy New Year Chris.

  • @Reddotzebra
    @Reddotzebra Před 2 lety +10

    Ah yes, let's release a free version of an AI assistant program for the cheapest computer option on the market and then only officially support proprietary hardware that costs more than the whole computer does.
    Brilliant!

    • @qwkimball
      @qwkimball Před 2 lety +1

      It's important to make that proprietary hardware difficult or impossible to obtain, optimally discontinued.

    • @TheDavidPoole
      @TheDavidPoole Před 2 lety +2

      It's one way to stop it from creating a Mycroft Hive Mind that will take over the world. Or at least make it harder. At least they didn't call it Moriarty.

  • @markpritchett3543
    @markpritchett3543 Před 2 lety +10

    I would definitely want to see more AI videos. In particular those that can be used in a Code Club with 7 - 13 year olds. This one, on Picroft, is good as a standalone project, but I would like to build an R Pi image with multiple AI components not exclusive to just one topic, if that's possible?

  • @ABC-rh7zc
    @ABC-rh7zc Před 2 lety +2

    "system needs to work on its comic delivery and timing" - LOL

  • @peterloader974
    @peterloader974 Před 2 lety +1

    The Andrea Headset with mic NC-181VM USB works with the Buster system as well.

  • @tonysheerness2427
    @tonysheerness2427 Před 2 lety +13

    Why couldn't these devices have been invented when I was a kid at school, Hey Microft do my homework. Thanks for the lesson.

    • @user-aw3dh6jxc3
      @user-aw3dh6jxc3 Před 2 lety +3

      Behind the scene an Asian kid will be working on your homework for money

    • @1Eagler
      @1Eagler Před 2 lety +2

      Teacher AI,: Microsoft get a A+, you get F-.

  • @tomoneill8892
    @tomoneill8892 Před 2 lety +2

    Hello Chris :)
    Massive thanks to your two channels, CZcams must give this man THE algorithm. Need I say more lol
    In all seriousness, bestselling content delivered to your face by a interesting beast!
    Tom

  • @neilthomas6042
    @neilthomas6042 Před 2 lety +1

    An interesting video, gives me some idea for how to use a future Pi . As I said before I’m not technical and like my technology plug and play, so I would need to get used to another way of working.

  • @gordonreeder3451
    @gordonreeder3451 Před 2 lety +1

    Thank you for this video. I have been aware of the Mycroft project and am glad to see that it has produced usable results. And wouldn't you know it, I just happen to have a spare Pi laying around. Oh. But I think with a name like Mycroft, the British male dialect would be most appropriate.

  • @ianperkins8812
    @ianperkins8812 Před 2 lety +1

    What a fun project!

  • @foobarbarfoo2377
    @foobarbarfoo2377 Před 2 lety +3

    Another option for the microphones is recently designed ** Miko ** USB microphone based on the Raspberry Pi RP2040 MCU (for a much improved SNR), for local speech-to-text over deep learning models to be even more private :)

  • @NewAgeDIY
    @NewAgeDIY Před 2 lety

    Hi Chris, great start for 2022. A project that anyone can do is always welcome. So what’s your next big project for explaining the future? ❤️

  • @triularity
    @triularity Před 2 lety +1

    "Hey Mycroft! What are the last 5 digits of pi?" [Mycroft makes funny noises for a minute] [Raspberry Pi explodes]

  • @lesliedeana5142
    @lesliedeana5142 Před 2 lety +1

    My favorite sbc on my favorite channel!

  • @309electronics5
    @309electronics5 Před 2 lety +1

    Love it nice vid as always the raspberry pi is a fascinating piece of tech

  • @gavinpalmer9174
    @gavinpalmer9174 Před 2 lety +1

    "What is a penguin?"
    Wow, it really had to think on that one!

  • @Duewester
    @Duewester Před 2 lety

    I managed to get 3 AIY hats (model 1) for $9.95 each at a local electronics store. Originally bought them for the motor and servo features. Now I have a use for the mic and speaker functions.

  • @holograph20
    @holograph20 Před 2 lety

    Brilliant video Chris. Please do more videos about AI on the Pi controlling external equipment and/or monitoring. Can you get Mycroft to notifiy you about some external sensor reaching a threshold (temp, pressure, garage door activation etc)

  • @y2ksw1
    @y2ksw1 Před 2 lety +1

    Really interesting!

  • @omarcruz6326
    @omarcruz6326 Před 2 lety +1

    Great Video, Sir.

  • @MicMokum
    @MicMokum Před 2 lety +1

    7:20 - I love how you arranged the icons on your desktop. :)
    Personally I like to keep my desktop clean, thus empty. However it keeps filling with junk.

  • @AMDRADEONRUBY
    @AMDRADEONRUBY Před 2 lety +4

    Ah Sunday my favorite day Aka Christopher videos day going to watch it live have a nice week

  • @maidbloke
    @maidbloke Před 2 lety +1

    Great stuff. More of this please. Would love for Mycroft to be able to interface with my homemade PHP central heating control system. 🤓

  • @wayne6220
    @wayne6220 Před 2 lety +1

    Very good video, thank you.

  • @Marceloalvesgodinho
    @Marceloalvesgodinho Před 2 lety +1

    This vignette is already part of my DNA😁😁😁😁

  • @TomMannCenturia
    @TomMannCenturia Před 2 lety +2

    An enjoyable video thanks.

  • @sid_gm1949
    @sid_gm1949 Před 2 lety +5

    And here we meet again
    Greetings

    • @bfapple
      @bfapple Před 2 lety +3

      The quickest first comment in the west.

    • @ExplainingComputers
      @ExplainingComputers  Před 2 lety +1

      Greetings! And you get this week's gold medal for the first comment! :)

    • @sid_gm1949
      @sid_gm1949 Před 2 lety

      @@bfapple well I am from India 🇮🇳

  • @MichaelSwartout
    @MichaelSwartout Před 2 lety +1

    Your speaker is so cool. Google should sell those.

  • @nickadams2361
    @nickadams2361 Před 2 lety +1

    wow great stuff man cheerio mate you've really out done yourself here with such great complexity unseen in the whole of human history. A+ *CZcams filtered*

  • @AndrewAHayes
    @AndrewAHayes Před 2 lety +14

    I find it strange that Rpi Org does not have any official microphones/speakers available, spending more on a microphone than the Pi actualy costs does not sit right with me, I have loads of microphones that I would like to use but it looks as though I shall have to get hold of a USB microphone.
    Being an open source project I hope someone enables the changing of the wake word as I would love to call my VA by the name Orac or Zen as I am an avid Blakes 7 fan

    • @dano4700
      @dano4700 Před 2 lety +1

      Totally agree. 👍🇦🇺🚀

  • @ronm6585
    @ronm6585 Před 2 lety

    Cool device, thank you.

  • @vadermasktruth
    @vadermasktruth Před 2 lety +1

    Watching this on my new Raspberry Pi 4 overclocked to 2000mhz. I love these things!