Raspberry Pi AI: Picroft Voice Assistant

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  • Опубликовано: 18 янв 2025

Комментарии • 590

  • @strupat
    @strupat 3 года назад +22

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

  • @dschirpke
    @dschirpke 3 года назад +19

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

  • @energyideas
    @energyideas 3 года назад +10

    Love the testing sequence of the microphone.

  • @SMorrisRose
    @SMorrisRose 3 года назад +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 3 года назад +106

    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 RUclips 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 3 года назад +15

      jscollett Thank you for the the offline and automation information.

    • @jscollett
      @jscollett 3 года назад +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 3 года назад +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 3 года назад +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 Год назад +1

      Can I mimic their cloud configuration on my own VPS?

  • @laurelcreek7
    @laurelcreek7 3 года назад +67

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

  • @rm4r1n
    @rm4r1n 3 года назад +1

    Thanks

  • @trevorberridge6079
    @trevorberridge6079 3 года назад +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 RUclips as far as I'm concerned. You make everything so accessible.

  • @joelviolinpiano
    @joelviolinpiano 3 года назад +1

    Thanks!

  • @KwidzaxD
    @KwidzaxD 2 года назад +2

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

  • @MicrobyteAlan
    @MicrobyteAlan 3 года назад +43

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

  • @aztek6358
    @aztek6358 3 года назад +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!

  • @LostInThe0zone
    @LostInThe0zone 3 года назад +6

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

  • @MarkTheMorose
    @MarkTheMorose 3 года назад +132

    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  3 года назад +39

      Very good advice!

    • @kevinshumaker3753
      @kevinshumaker3753 3 года назад +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 3 года назад +36

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

    • @wheelieblind
      @wheelieblind 3 года назад

      @@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?

    • @VeryUsMumblings
      @VeryUsMumblings 3 года назад +11

      @@brianm6337 Dave's not here!

  • @anonimuso
    @anonimuso 3 года назад +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. 👍

  • @RetroSegaDev
    @RetroSegaDev 3 года назад +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 3 года назад +1

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

    • @RetroSegaDev
      @RetroSegaDev 3 года назад +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!

  • @PS_Tube
    @PS_Tube 3 года назад +3

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

  • @rickbonari4493
    @rickbonari4493 3 года назад +2

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

  • @johnhanavan6833
    @johnhanavan6833 3 года назад +11

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

    • @europeansovietunion7372
      @europeansovietunion7372 3 года назад +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...).

  • @pezictusfish
    @pezictusfish 2 года назад +1

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

  • @whiskeylinux
    @whiskeylinux 3 года назад +5

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

  • @desertlightning7335
    @desertlightning7335 3 года назад +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!

  • @srtcsb
    @srtcsb 3 года назад

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

  • @LMacNeill
    @LMacNeill 3 года назад +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.

  • @DrkFX
    @DrkFX 3 года назад +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.

  • @tomoneill8892
    @tomoneill8892 2 года назад +2

    Hello Chris :)
    Massive thanks to your two channels, RUclips 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

  • @testlablive
    @testlablive 3 года назад +1

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

  • @kencreten7308
    @kencreten7308 3 года назад +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.

  • @PazuzuDaemon
    @PazuzuDaemon 3 года назад +1

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

  • @JohnMayfield-NS
    @JohnMayfield-NS 3 года назад +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.

  • @mightress
    @mightress 3 года назад

    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.

  • @inpurgatory
    @inpurgatory 3 года назад +2

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

  • @osborne82
    @osborne82 3 года назад +1

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

  • @trevorhunt6083
    @trevorhunt6083 3 года назад +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..

  • @laupetre
    @laupetre 3 года назад +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

  • @foobarbarfoo2377
    @foobarbarfoo2377 3 года назад +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 :)

  • @eljuano28
    @eljuano28 3 года назад +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.

  • @khurushbengali28
    @khurushbengali28 3 года назад +4

    Best mic test ever 😆
    Love your content

  • @ABC-rh7zc
    @ABC-rh7zc 3 года назад +2

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

  • @rikprince8414
    @rikprince8414 3 года назад +5

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

  • @Reddotzebra
    @Reddotzebra 3 года назад +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 3 года назад +1

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

    • @TheDavidPoole
      @TheDavidPoole 3 года назад +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.

  • @marksterling8286
    @marksterling8286 3 года назад +2

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

  • @martinsmith5028
    @martinsmith5028 3 года назад +1

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

  • @alanthornton3530
    @alanthornton3530 3 года назад +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 :)

  • @KarlMiller
    @KarlMiller 3 года назад +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"

  • @christiangrey3645
    @christiangrey3645 3 года назад +2

    I could listen to you talk all day!

  • @LeftoverBeefcake
    @LeftoverBeefcake 3 года назад +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.

  • @raywood1624
    @raywood1624 3 года назад +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.

  • @An.Individual
    @An.Individual 3 года назад +3

    11:37 Chris needn't bother masking the audio because he shown the reg code on the video 🤣

    • @ExplainingComputers
      @ExplainingComputers  3 года назад

      The code on screen appears as "LJLJLJ" -- masked to match what is in the equally edited audio. :)

    • @An.Individual
      @An.Individual 3 года назад

      @@ExplainingComputers code shown as LJ3FWA

  • @lorderectus1849
    @lorderectus1849 3 года назад +2

    The pi is excited about its assistant!

  • @davidbeno344
    @davidbeno344 2 года назад +1

    Great video! Please continue with this topic!

  • @videlivideli
    @videlivideli 3 года назад +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.

  • @Marceloalvesgodinho
    @Marceloalvesgodinho 3 года назад +1

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

  • @sid_gm1949
    @sid_gm1949 3 года назад +5

    And here we meet again
    Greetings

    • @bfapple
      @bfapple 3 года назад +3

      The quickest first comment in the west.

    • @ExplainingComputers
      @ExplainingComputers  3 года назад +1

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

    • @sid_gm1949
      @sid_gm1949 3 года назад

      @@bfapple well I am from India 🇮🇳

  • @AMDRADEONRUBY
    @AMDRADEONRUBY 3 года назад +4

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

  • @gordonreeder3451
    @gordonreeder3451 3 года назад +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.

  • @kennedy67951
    @kennedy67951 3 года назад

    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.

  • @JohnDunne001
    @JohnDunne001 3 года назад

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

  • @williamstevenson2649
    @williamstevenson2649 3 года назад +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!

  • @jimlynch9390
    @jimlynch9390 3 года назад +1

    Another outstanding video. Please continue investigating AI. Thanks.

  • @TheClembo
    @TheClembo 3 года назад

    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

  • @perrymcclusky4695
    @perrymcclusky4695 3 года назад +2

    Actually that project looked like I could reproduce it. Of course you did all the research! How about adding Mycroft to your raspberry pi tank project? “Hey Mycroft, turn left.“. Of course having AI use the tank’s camera to navigate on it’s own would be a fascinating but complicated project. Looking forward to your next video!

    • @ExplainingComputers
      @ExplainingComputers  3 года назад +1

      Hi Perry. I've thought of adding it to the robot Pi tank. It could certainly work, but the response lag would be an issue . . .

    • @perrymcclusky4695
      @perrymcclusky4695 3 года назад

      Excellent point.

  • @AndrewAHayes
    @AndrewAHayes 3 года назад +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 3 года назад +1

      Totally agree. 👍🇦🇺🚀

  • @patrickmusson4571
    @patrickmusson4571 3 года назад +1

    Have we just met the latest member of the EC family? We have Stanley the Knife, Phillip the Screwdriver, and now we have Mike, the Microphone Dongle. Well done, sir. I forgot what name you attributed to your scissors.

    • @gordanmilne7034
      @gordanmilne7034 3 года назад +1

      Mr Scissors

    • @patrickmusson4571
      @patrickmusson4571 3 года назад +1

      @@gordanmilne7034 Thanks M8, that name completely slipped my mind. It's priceless:)

  •  Год назад +1

    Mycroft AI went down, Open Voice OS and Neon are the official forks.

  • @jonareendrerud9949
    @jonareendrerud9949 3 года назад +1

    Great as always Chris

  • @vadermasktruth
    @vadermasktruth 3 года назад +1

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

  • @gregorymccoy6797
    @gregorymccoy6797 3 года назад +1

    Great video and even better subject. Thanks.

  • @markpritchett3543
    @markpritchett3543 3 года назад +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?

  • @billbliss7407
    @billbliss7407 3 года назад

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

  • @peterloader974
    @peterloader974 3 года назад +1

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

  • @GreggyMcfly
    @GreggyMcfly 3 года назад

    "I will keep talking until SOMETHING happens! Has something happened?
    I don't know! I'll keep talking and then stop."
    I like the attitude.

  • @WalterW
    @WalterW 3 года назад +1

    This is the most disinterested AI I've ever heard. I love it!

    • @ExplainingComputers
      @ExplainingComputers  3 года назад +1

      I was pondering how to describe the voice -- you put it perfectly! :)

    • @WalterW
      @WalterW 3 года назад

      @@ExplainingComputers Thank you!

  • @AlexandreZandaoDrummond
    @AlexandreZandaoDrummond 3 года назад

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

  • @leminsc8
    @leminsc8 3 года назад

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

  • @shariarrahman7562
    @shariarrahman7562 3 года назад +1

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

  • @tonysheerness2427
    @tonysheerness2427 3 года назад +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 3 года назад +3

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

    • @1Eagler
      @1Eagler 3 года назад +2

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

  • @ScottGrammer
    @ScottGrammer 3 года назад +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.

  • @Vinz3ntR
    @Vinz3ntR 3 года назад +1

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

  • @Willibef
    @Willibef 3 года назад +2

    `We promise to never sell your data.´ Famous last words.

  • @gavinpalmer9174
    @gavinpalmer9174 3 года назад +1

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

  • @arjen7593
    @arjen7593 3 года назад +1

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

  • @MichaelSwartout
    @MichaelSwartout 3 года назад +1

    Your speaker is so cool. Google should sell those.

  • @nickadams2361
    @nickadams2361 3 года назад +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+ *RUclips filtered*

  • @abhijitborah
    @abhijitborah 3 года назад

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

  • @joeg3950
    @joeg3950 3 года назад

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

  • @RCTurbine
    @RCTurbine 3 года назад +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

  • @johnglielmi6428
    @johnglielmi6428 3 года назад

    The more our society wants to be connected to the internet, the less privacy everyone has. You can not tell me that there are not hackers and Identity thieves that can't get past anyone firewalls, and even break into their VPN. I have an IT person right next door to me and he's actually demonstrated just how easy it is to get into a network without you knowing he's even there. I think I'll leave The Internet of Things alone.
    But you always do give us well informed videos on any subject.

  • @ianperkins8812
    @ianperkins8812 3 года назад +1

    What a fun project!

  • @avejst
    @avejst 3 года назад +1

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

  • @y2ksw1
    @y2ksw1 3 года назад +1

    Really interesting!

  • @MicMokum
    @MicMokum 3 года назад +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.

  • @Byc845
    @Byc845 3 года назад +1

    nice introduction! Thanks a lot for the cool project

  • @TomMannCenturia
    @TomMannCenturia 3 года назад +2

    An enjoyable video thanks.

  • @EarnestWilliamsGeofferic
    @EarnestWilliamsGeofferic 3 года назад +2

    Was the Mycroft response time edited? That's *so much* faster than the last time I played around with it. The former delay was the chief reason I stopped playing around with it. I'd love to see more videos about practical uses of SBCs, in particular some edge computing cases that would be useful in the home (especially SBCs with AI processors built-in/added).
    This video was - wait for it - excellent.

    • @ExplainingComputers
      @ExplainingComputers  3 года назад +2

      The response time was not edited -- I even left in the occasion when it did not respond and I had to ask again. It does depend on the question asked (and skill involved) -- eg it replies to the time far faster than asking what something is. So maybe things have improved. Edge computing and SBCs is on my list. :)

  • @jeraldgooch6438
    @jeraldgooch6438 3 года назад +3

    I, for one, would like to see more about AI on the Raspberry PI or the NVIDIA Jetson Nano. Thanks.

  • @taurus548
    @taurus548 3 года назад +1

    Please make more videos about AI on Raspberry Pi!

  • @Duewester
    @Duewester 3 года назад

    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.

  • @zackaboy1236
    @zackaboy1236 3 года назад +1

    How have you not got over a million subscribers yet Chris?? Not far off though!!

  • @lionelreesable
    @lionelreesable 3 года назад

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