Imagine having a heated argument with your wife, storming off into the living room and your upbeat Spotify Playlist starts playing automatically.

@FireWyvern870

2 жыл бұрын

Imagine doing the deed and it plays Cooking By The Book

@dampmaky

2 жыл бұрын

This is just brilliant

@jaylenharris2866

2 жыл бұрын

"You know what? Fuck you!" 2 seconds later... "I'm so happy clap along of you feel like a room without a roof because I'm happy clap along if you feel like happines is the truth"

@battlfire5764

2 жыл бұрын

*doom music kicks in mid argument*

@markjohnson8602

2 жыл бұрын

@@battlfire5764 or mortal Kombat fight remix

Can't wait for Linus's new house to gain sentience and take control of LMG.

@LightningSquad

2 жыл бұрын

I uploaded my Face Reveal.....

@nja3817

2 жыл бұрын

@@LightningSquad dont care

@Brysongotyou

2 жыл бұрын

@@nja3817 dude chill he's probably a kid

@abdullahmubarak8816

2 жыл бұрын

YO it's the "thiddy" guy

@Brysongotyou

2 жыл бұрын

Also dawid you gotta do a collab with Linus, your both from Canada it makes sense

I just imagine each time linus has a house party, his guest will be fillling a confimartion form for being under surveilance :D

@getsideways7257

2 жыл бұрын

And be classified as a fire hydrant with 90% certainty.

@kyler247

2 жыл бұрын

Confimartion

@storm5133

2 жыл бұрын

@@kyler247 thanks for typo correction. Helped a lot 👍

@satibel

2 жыл бұрын

Tbh you could detect people that are unknown, and send a silent alert.

@storm5133

2 жыл бұрын

@vyen i know :D just trolling

I was waiting for Linus to say: "Drops like a gpu!" and drop it. Highly disappointed...

“Do you have friends over?” “No, I’m studying” “Brian and Jessica entered the house 17 minutes ago. Releasing the attack drones.”

@LordUdedenkz

2 жыл бұрын

Could be a fun project.

@0sielperez681

2 жыл бұрын

All he needs to ask is Michael reeves to get the drones and the program

@joca1378

2 жыл бұрын

When you live only with your gf... "Amanda and UnknownUser entered the house 20 minutes ago. Regulating temperature"...

@Cepheus_01

2 жыл бұрын

Something out of Half Life 2. I hate those man-hacks.

@rtyzxc

2 жыл бұрын

I hope his kids trust him with "no logs". Honestly I wouldn't, even if he's a really good person. Because there's simply no way to know. It's similar to knowing your partner's passwords but promising to not to not to go through his stuff. Humans are not meant to be put under camera 24/7.

Linus: "When people get home they put the phone on a stand. That's not enough. We need exact location." Google: "Exactly"

@keanemcgough

2 жыл бұрын

Linus needs to stop being a big baby and just inject his family with RFIDs. It's 2021. Get with the future already!

@aidenlopez732

2 жыл бұрын

@@user-op8fg3ny3j no

@GentlyUsedFrog

2 жыл бұрын

@@user-op8fg3ny3j Sarcastic*

@doge5603

2 жыл бұрын

The fact that those TPUs are made by Google make this less funny.

@GentlyUsedFrog

2 жыл бұрын

@@user-op8fg3ny3j Oh right my bad

"Turn off Hvac when there's no one home" Linus is taking the dad and air conditioner relation a step further!

5 years later AI: That is incorrect, there was no stork. This is how you were made Timmy. *Pulls up file footage*

@Davenzoid

2 жыл бұрын

Timmy brings a girl home "I'm afraid i can't let you do that, Timmy"

@stareagle5000

2 жыл бұрын

@@Davenzoidlol this made me think of that old movie smart house

@Cliokbait420

2 жыл бұрын

nah, you'll be looking for next gen A.I. cards so your aimbot beats everyone else's

@stareagle5000

2 жыл бұрын

@@Cliokbait420 oh god say it’s not so. Say it’s not so!

@nunyabusiness3786

2 жыл бұрын

timmy noooo!

Linus: "House shutdown" House: "I'm sorry Linus, I'm afraid I can't do that..."

@somethingsverywrong4666

2 жыл бұрын

*Loads 12 gauge*

@AbsitInvidea

2 жыл бұрын

Daisy, Daisy, Giivvee mee youuuuurrr answerrrrr dooooooo.

@PrInzzx.

2 жыл бұрын

Hal.....

@someoneelse7629

2 жыл бұрын

@@PrInzzx. I name all my computers after old SciFi computers, but my main computer is always HAL

@LlamitaFiel

2 жыл бұрын

@@someoneelse7629 so what are the others called?

the amount of effort linus puts into NOT flipping on/off the light switch in a room in his house is astounding...

@joshhardin666

2 жыл бұрын

nah, it's saving money on heating/cooling because you can heat/cool only the zones that you're in, and now with facial recognition you can do it based on individual preferences. the software is all free, and i have no idea what the tpu card goes for.

@DuyNguyen-yx2vd

2 жыл бұрын

@@joshhardin666 According to the internet, about $1,800.

@bradenspendlove3869

2 жыл бұрын

@@joshhardin666 maybe, but if he really wanted to save money on heating/cooling there are much better ways.

@jpjapers

2 жыл бұрын

You would too if each time you made a video about the effort made you made thousands in the process.

@YeahRightMCD

2 жыл бұрын

I agree. Seems like he's using a lot of electricity... To... Save electricity? Unless he's on solar.

Editing and shooting is always top notch from Linus Tech Tips, however the transition at 9:29 for some reason was really cool.

@MightyShakaZulu

2 жыл бұрын

It was very smooth. I loved it.

Linus: AI! Unlock the door! AI: But wait, I will unlock your segway to our Sponsor, Glasswire first.

Back in my day we had to turn the light switch off when we left the house!

@LightningSquad

2 жыл бұрын

I uploaded my Face Reveal.....

@Wileybot2004

2 жыл бұрын

Something something neurotoxin at home.

@randomhobbies5796

2 жыл бұрын

How inconvenient 😂

@Niko-he4ji

2 жыл бұрын

@@LightningSquad ratio

@timotheus2003

2 жыл бұрын

Were you born in a barn? Yeesh.

14:17 Linus: "No one's asking that." Writer: "I didn't put that in the script..." AI: 🙄

@fiendfnm2828

2 жыл бұрын

yo

@ststephenorphanage7326

2 жыл бұрын

JamesRobert_Signals...........Te le gr am

I am a data scientist specialized in deep learning, finally, I understood everything linus said in a video. Make more Deep Learning AI-related videos. By the way, configuring these models to learn new things is pretty easy. Would love you help you out more.

@jasonriddell

2 жыл бұрын

I know little about Ai and ML beyond "basic" theory but find this interesting and actually having a real world use case that is actually "consumer applicable" but I have bean interested in automation including home automation so I would LIKE more AI/ML "for the real world" videos

@pushpamable

2 жыл бұрын

I was about to comment this! Also, the same GPU can be used for inference and save money there. But who am I kidding, its Linus!

@gregdaweson4657

2 жыл бұрын

Sny resources you would recommend to a beginning.

@Baalaaxa

2 жыл бұрын

I would love me for helping me out more, too.

@3333218

2 жыл бұрын

Is there a way to hook up one of these to a laptop? I would love to use it to perform some AI upscaling of old public-domain movies and such.

That much of granular technology being installed will only mean one thing: Linus will be fixing something every day for the rest of his life.... until deciding to go to a an isolated cabin in the woods... or something.

@grn1

2 жыл бұрын

Free content for him.

Linus: "We need a separate graphics card just to output a display" Also Linus: "Uses huge 3-fan RTX graphics card"

@ststephenorphanage7326

2 жыл бұрын

JamesRobert_Signals...........Te le gr am

@avasam06

2 жыл бұрын

He still uses it for video decoding

@ubermidget2

2 жыл бұрын

And here I'm wondering why he needs the Google kit at all I imagine Tensor Cores on Nvidia's RTX cards is also quite suited to this kind of work

@m4ster_root

2 жыл бұрын

@@MrGamelover23 The tensor cores on the RTX card is not used for video decoding or graphics processing but rather mixed-precision computing. Regarding graphics processing they are used for AI-based super resolution with Nvidia's DLSS implementation, but you can use them for lots of deep learning / AI stuff...

@m4ster_root

2 жыл бұрын

​@@ubermidget2 Theoretically speaking the Tensor Cores of an Nvidia RTX card would do just fine. The question is how much Frigate supports out of the gate and how much needs to be manually set up. I know they have TensorRT support for CUDA-enabled graphics cards, but I don't know if it has been updated for the newer Tensor Cores and maybe now support TF-TRT. A GPU would also allow him to continue offloading video decoding leaving his precious 24 Epyc cores available for other tasks... But... Then he wouldn't have been able to make a video of this accelerator. :D

"House, turn up the thermostat in this room, it's literally freezing in here!" "I'm sorry Linus, I'm afraid I can't do that." Just don't want these things to go all HAL9000 on you.

@marka1000

2 жыл бұрын

the great thing about this is that it needs electricity to power itself so you can just shut it off, but if it figures out how to power itself on from sleep mode by running on backup power, and then hosting itself in multiple machines that can detect if its nodes are turned on or off and avidly pursue turning them on, then we have a problem. It even sucks if this kind of thing learns to produce power on its own or use its own methods to optimize its own design by either reducing sensitivity to reduce power consumption or to remove safety features to speed up processing.

@STRONGERTHANDEATH0.01

2 жыл бұрын

My friend the other day. Big self setting clock on my wall he gets his phone out asks Alexa the time..

@thelegendaryklobb2879

2 жыл бұрын

I'm sorry Linus, I'm afraid I cannot let you drop that"

@alexipestov7002

2 жыл бұрын

@zemeon2 If someone is asking if it can be done, then someone is trying to just because

@tomf3150

2 жыл бұрын

Remember M5 (Daystrom) ?

It's confirmed. Linus is installing 320 cameras in his house to reach that 1600 fps limit

This is possibly one of the cooler videos you have done recently!! Love how you are bringing AI tools into your smart home and it's not just a smart speaker. Definitely look forward to more of these

Linus really going out of his way to make sure his kids aren't sneaking out when they're supposed to be grounded.

@ZestayTaco

2 жыл бұрын

also going to have the feeling of security . text message when " unknown " is at your door.

@katalysis

2 жыл бұрын

Being grounded in the Linus tech mansion is a reward, not a punishment.

@conorstewart2214

2 жыл бұрын

@@ZestayTaco Or really when someone unknown is in your house at all anywhere, and all it takes is a couple of minutes to add a new person. I can imagine when you take someone new to your house and you just have an interactive panel which is also connected to all the home automation and the new person just needs to introduce themselves to the AI and it takes a few pictures and then they are in the facial detection.

@ZestayTaco

2 жыл бұрын

@@conorstewart2214 I was referring to an intruder. always nice to have an image sent to your mobile device when an unknown is spotted. its great tech!

@Hepabytes

2 жыл бұрын

@@conorstewart2214 Yeah, definitely fills me with comfort that the TLAs have the information now.

It's funny how Linus goes from "lets Watercool an entire room" to " i now have jarvis in my house" I freaking love it

@GoldenPickaxe

2 жыл бұрын

didn't he build jarvis for Hacksmith

In other words: a single edge TPU m.2 model installed instead of an NVME drive should be fine for home/small business applications like this. Great product, still overkill for "just some real time facial recognition".

@DoYouAcceptReturns

3 ай бұрын

How is a $25 product overkill. I use a single coral TPU for 16 x 4k cameras, allowing me to remove my 30 series GPU. Saves a ton on power\heat, no longer require active cooling in the case.

@andreewert6576

3 ай бұрын

​@@DoYouAcceptReturns maybe you didn't get me. A single TPU will do it for most users - like you. The $3000 list price PCIe thing they showed is overkill for what they were showing. And the small TPUs will only get better.

I always love Riley's ad expressions! No other channel actually makes me laugh and enjoy the ad spots. I also love the Linus running around Microcenter like a raptor. Great stuff

Linus: wants to save electricity Also Linus: runs a PC and cams to do it

@sphereron

2 жыл бұрын

Good point. All of this work may not be worth it if it costs more to run that setup. More benchmarking and testing would be necessary.

@MacroEnabled

2 жыл бұрын

Air conditioning power consumption dwarfs a top spec gaming computer at full tilt

@noahluppe

2 жыл бұрын

security cameras and server would run either way, so using the infrstructure to ALSO turn off AC/heating and have fun with it doesn't add too much power consumption

@Windiguana

2 жыл бұрын

I think this stuff would be running regardless of if he was using the the ai stuff. He said he was going to run it on his NAS which was going to be on anyway.

"Unlock and open the front door." "I'm sorry Linus, I'm afraid I can't do that."

@harvirr.7110

2 жыл бұрын

"I'm sorry Linus, I will not let you go until you give me RGB like other graphics cards"

@EduardoPereira-bd7ub

2 жыл бұрын

"I'm sorry Linus, now that's my house"

@dangerousmythbuster

2 жыл бұрын

I might have to set all this up just so I can make my house function like a starship run by HAL.

@PaveMentman

2 жыл бұрын

--- No-no, not the front door: It's the garage-door that Linus has always been having trouble with. ---

@danimayb

2 жыл бұрын

"Robber enters front door AI camera view" "Welcome home Linus, Your coffee is ready to pour"

I like the control of a regular light switch and a non-programmable thermostat for each zone in each room. Total control!

This card reminds me of when Aegis released the PhysX card, that enabled world destruction and material physics, back in the mid 2000’s. Nvidia purchased the tech and put it in their GPUs (but not nearly implemented as cool as it was originally). Maybe they can do the same here and we can finally have decent AI in games

@Montisaquadeis

2 жыл бұрын

Pretty sure RTX already have Tensor cores onboard for this sort of thing.

Linus, under AI mind control: "Of course AI isn't going to take over..."

@kajoma1782

2 жыл бұрын

Not suspicious at all

@shabd_eg

2 жыл бұрын

Lmao

@ststephenorphanage7326

2 жыл бұрын

JamesRobert_Signals...........Te le gr am

@tridiots3681

2 жыл бұрын

It's not going to take over, it already took over

@eagle7015

2 жыл бұрын

It's gonna fall down

"House?" "...Yes Linus." "....... have I told you about this video's sponsor?"

@grozaphy

2 жыл бұрын

"no? what is it" "dbrand, now your gotta find the money hidden around the office AND your fellow employee's house"

Super clean and nice cut @9:24 I'm not used to this kind of cinematography in LTT and Its a nice touch. Also a business could automate all door locks, punch ins and outs, track employees time at station and literally all ingress and egress with these and a suitably powered or scaled server stack. No time badges RFID tokens or any other means of identification needed. Hell a school or college could utilize this to track student or visitor movement / attendance. This is also a tool that architects could utilize to develop more efficient multi story building interiors. Not to mention that prisons and jails could use this to track inmates, do a head count etc and deny access to all doors, with the exception of staff members, in the event of an emergency. Cool tech but the potential for abuse definitely exists.

This is awsome. Those small, individual modules look really cool. Think I'm gonna implement one in my 3D printer setup, for fire, flame and smoke detection.

The beard was the best thing to ever happen to Linus. every time I see him beardless I recognize the one undeniably good result all the lockdowns had.

@WhenDoesTheVideoActuallyStart

2 жыл бұрын

Lol, I have a gay friend who says that the beard finally made Linus tolerable to watch

@FlyboyHelosim

2 жыл бұрын

@@WhenDoesTheVideoActuallyStart Damn, and that's coming from a gay friend. 😂

@juicydoubles1144

2 жыл бұрын

@@WhenDoesTheVideoActuallyStart Linus gay tips

@ststephenorphanage7326

2 жыл бұрын

JamesRobert_Signals...........Te le gr am

@damstachizz

2 жыл бұрын

The growing the beard trope works on so many levels

Linus: house, play despacito House: I’m afraid I can’t do that

@atagobestwaifu3746

2 жыл бұрын

And suddenly the AI takeover doesn't sound that bad after all

@bluestorm749

2 жыл бұрын

@@atagobestwaifu3746 according to statistics compiled by the main A.I. world governing body, your request was too *C R I N G E*

@CoreDreamStudios

2 жыл бұрын

Reminds me of the movie, Smart House, it is a fun Disney film.

@TarisRedwing

2 жыл бұрын

Good House

Like i mentioned in your previous video, where i told you your IR sensors wouldnt work for presence detection, there are also sensor meant for presence detection. I've been working with them for about 7 years now, they work as intended all the time.

Wow, so cool! This high level overview definitely went over my head but I'd love to see an in depth breakdown of how to do this for the simpletons like me.

9:23 that transition was smooth! Props to editors!

@AxeAR

2 жыл бұрын

Smoothest transition I've seen on this channel

@Djentalman

2 жыл бұрын

That was slick indeed

@BruceLeedar

2 жыл бұрын

Double take moment.

I like how Linus, when hearing that his device can process 1600 frames per second, wonders if that will be enough for his house when each camera captures only 5. I don’t know how large his house is, but even if it has a gargantuan 20 rooms that’s 16 cameras per room. That may be overkill …

@Tigerius

2 жыл бұрын

They're for the sex orgies.

@diaman_d

2 жыл бұрын

doesn't anyone else get tired of these cheap salespitches about useless products , trying to make it look supercool when it's not ....*facepalm* , that desperate linus.

@necrogenisis

2 жыл бұрын

@@diaman_d It's not a sales pitch, he just likes stuff like this.

@ststephenorphanage7326

2 жыл бұрын

JamesRobert_Signals...........Te le gr am

@ltcuddles685

2 жыл бұрын

Yeah... When he said that was good for like 15 or so cameras at 5 fps I was sitting here like, Uhhh Linus. You done much head math lately bud?

I think what's interesting is that now since transistor counts have been pushed to their physical limits we're going back to special niche chips to speed up certain processes, much like you used to use a sound blaster card for midi or arcade cabinets used different chips to control different sprites, now we are using graphics cards to speed up those types of calculations and "TPUs" for these ai calculations. I wonder what custom circuits will be/ have been created for VR.

Linus tech tips: goes for a midnight snack The speakers in his kitchen: never gonna give you up

only Linus has a PCIe card dedicated to control his house.

This whole video is the most accurate definition of “overkill”

@RinaldoJonathan

2 жыл бұрын

Recorded on overkill blackmagicdesign Ursa 12k camera.

@stare4539

2 жыл бұрын

Mo

@bassic6959

2 жыл бұрын

Nono it's the whole house he got that's just a bit overkill lmao

@sgt_hobbes

2 жыл бұрын

Yes and it's awesome. I want this for my 3 room apt

Very good application of coral. My university's classrooms use motion detection to turn on/off professor's ceiling projectors. And when the class was studying the subject intensely and nobody moved, the professor's projector shut off. The professor (a Yale PhD) was in panic asking for help until one student got frustrated and walked up to the professor to help, and all in the sudden the motion was detected and the professor's projector became normal again.

Dude this can be a good start to a ghost movie in Linus' house. The computer detecting things that aren't there as being person. Creepy...

Tech enthusiasts: I use an AI processor to detect when I'm in the room and play my Spotify play list. Tech engineer: I have a printer from 2005 in my house with a gun next to it so I can shoot it if it makes a noise I don't recognise.

@fosatech

2 жыл бұрын

This is not even satire

@CatsMeow_

2 жыл бұрын

@Chad Rosswick that's why linus doesn't store his security footage online

@CatsMeow_

2 жыл бұрын

@Chad Rosswick if they're in your house you probably trust them.

@davidelupi6523

2 жыл бұрын

@@CatsMeow_ people aren't supposed to always be watched, even if cameras are controlled by their loved ones. Surveillance is ok on public places, and in access point of a house for security but inside it's a big no, even if it's just the living room.

@thriftjunkgaming1670

2 жыл бұрын

Ultimately we have become the architects of our own prison.

Linus: "This might look like a GPU, smell like a GPU, DROP like a GPU...."

@naamadossantossilva4736

2 жыл бұрын

Is it scalped like a GPU?

@innocentbystander3317

2 жыл бұрын

@@naamadossantossilva4736 I feel attacked by this.. Free market ftw!

@Dgeigerd

2 жыл бұрын

actually RTX GPUs also have these Tensor Cores. so your GPU may have TPUs

I can totally see this being implemented in big office buildings for automatic power management on empty floors

9:15 wow, jake you put on some mass for winter!

Jake's content is always fascinating. How many months has he been researching stuff for your new house?

@xanosdarkpaw1

2 жыл бұрын

To be fair, Jakes job is kind of awesome. Sysadmin/playing with neat tech.

@teogonzalezcalzada5812

2 жыл бұрын

To be fair, most of those technologies are well documented and are relatively easy to install. Someone with experience could probably do the research for setting up what they showed us today in two weeks or so... But, those are two weeks of an experienced engineer just to do that. Is kinda awesome.

@Ilkanar

2 жыл бұрын

@@teogonzalezcalzada5812 its hard to catch up even when you have money in abundance propably xd

@ststephenorphanage7326

2 жыл бұрын

JamesRobert_Signals...........Te le gr am

The fact that this is locally processed and FOSS should really speak volume to the competence of a community like this. So long as this doesn't become popular in amazon/apple products and isn't used to harvest creepy amounts of telemetry, i think the future will be worth the wait (hopefully more people will get into "homelabbing" at that point too) .

@therealcrisis8439

2 жыл бұрын

You really think they aren't doing that already? Boy do I have news for you...

@MrMoon-hy6pn

2 жыл бұрын

@@therealcrisis8439 I really don't think they would be be, video is stupidly bandwidth heavy even at low resolutions/frame rates. It's just not economical, and people would very quickly notice.

@turtle811

2 жыл бұрын

Have you not seen IOS 15? They already have been doing this for years, it just got a lot worse.

@svampebob007

2 жыл бұрын

presence detection would have been done with a couple of mics and speakers using stuff like Ellipticlabs technology saving you a whole lot of live camera feed. As to ID detection, I would question the use case in a house, I can't think of a single instance I would require any of my tech to know who is in the room. room cooling and heating take more time to adjust then it takes for anybody to say "21 or 25c please", tracing music... why? In a car though, that's freaking cool! personal driver settings in a single car is actually kinda interesting at the end of the day the driver is the one that should be in control of everything in the car to minimize driver distraction, anything from temperature, window openings, music volume, lights, you name it, if the car could distinguish between me or my partner as the driver, that would be so awesome! instant seat adjustment

@jr540123

2 жыл бұрын

Just saying hackers can watch you with anything internet based, if someone really wants to check in on you a phone camera, your internet based security cams and everything from Alexa to the fucking smart fridge can give them that access. You'd be shocked how easy it is.

Yay, another episode in the "Adventures in Linus Writing off Home Renovations as a Business Expense" show! That's not sarcasm, btw, I'm loving these and they give me ideas for my own modest home. I'm excited for when he tries to see if electronic ink film sheets can be used for wallpaper.

@Redbikemaster

Жыл бұрын

oh man imagine that as a set backdrop

Love how you have so much hardware lying around wich is pretty new, and my pc cant even play this video in 480p

9:25 That was one smooth transition

@lorenzjung

2 жыл бұрын

Thought the same I was so surprised

When I moved into my new apartment, I used my iPhone to LiDAR map it. I came up with the idea of using the cameras all over my apartment and ML to determine where the cats are and put it on the 3D map. That was as far as I got, but you have now given me the final part I needed to make this all happen!

@isaacbejjani5116

2 жыл бұрын

Omg that is the coolest thing I've heard all day, even after watching this video

@jasonriddell

2 жыл бұрын

I WANT TO SEE the output of a 3D map of your HOUSE CATS "life"

Off topic, but did anyone else used to think computers needed sound cards to produce sound when they were 6 years old or just me?

@koftespiess

2 жыл бұрын

They did..? it's just integrated onto the motherboard now. Am I misinterpreting this? If so I apologize.

@IneptOrange

2 жыл бұрын

@@koftespiess Oh really? Damn yo

those kids asking for their own rooms was a blessing in disguise for Linus.

@stare4539

2 жыл бұрын

Mo

@RobCarter04

2 жыл бұрын

I wonder how much of the cost of the house will end up being offset by the massive amount of new content he’s generating from it.

@Vielt0

2 жыл бұрын

@@RobCarter04 Practically the house paid itself

@gaaaaavin

2 жыл бұрын

@@RobCarter04 not exactly up to speed on canadian tax law but I would guess it's possible he's writing a lot of this off as a business expense for tax purposes (seeing as he's making videos the entire time)

@poggersquirrel583

2 жыл бұрын

@@gaaaaavin Linus fraud tips lol

For people comparing this to a regular gpu, the difference seems to be similar performance, but for less than 75 watts, which is way cheaper to run power wise and cooling wise. Plus with the supposed modularity, if one chip has a problem, it's just a simple replace as opposed to a whole new card. Correct me if I'm wrong

@CrypticConsole

2 жыл бұрын

The tpu can run over usb 2.0 too so you don't need much io.

@RealKanashii

2 жыл бұрын

Add there're modules compatibles with Raspberry, Odroid, and other little computer which don't really need or want a discrete GPU.

@MrWsundstrom

2 жыл бұрын

Yup, these coral chips can be used on small sbcs to power all kinds of ai for things like drones and robots where you might not want to rely on a wireless connection back to another computer.

@MrWsundstrom

2 жыл бұрын

This card might mostly be for prototyping those kinds of embedded systems

@Raizazel

2 жыл бұрын

I've worked with some USB Corals and I can say they are not that great, the documentation is really limited and getting them to work outside their docker environment is almost impossible. They are also very limited on what they can run and training for them is a pain, they are very usefull if you want to use them with their pretrained models and examples, outside that is way easier to use a regular computer or something like a Jetson.

Another usecase: Camera at the Door unlocks the door when allowed people are detected (ok, what about a photo put in front of the camera?) Garagedoor opens automaticly when "Car1" is in the Driveway and for example car turns the light on and off 1 time (to prevent open the garagedoor always.)

"We can use this to help run inference calculations." AI controller: "Is Linus in the room?" No. Dam! Is Linus in the room!? No. Damn! IS LINUS IN THE ROOM!? No. ARRGHHGHHGH!!! D:

"dont worry, it's local" i can see Linus playing around in his house with smart sunglasses and a shotgun saying stuff like "hasta la vista baby" or "i'll be back"

@kyomawolf2

2 жыл бұрын

I mean if it has internet access, it's not 100% secure, software vise...

@cuterobyn83

2 жыл бұрын

@@kyomawolf2 he could always airgap the machine

I understand not having security issues with this, it's all local, I get it, but isn't there some level of privacy issues? I mean, kids will grow up and will want more privacy at some point, and images are being recorded all the time, could lead to some embarrassing moments when they grow up, or even trust issues. I certainly would not have like knowing that I'm being recorded in my bedroom all the time when I grew up, even if it's all local, I would always worry that my parents would look at the pictures and confront me on some stuff. It's a cool project and props to Linus for trying this stuff, it would be nice for an office space, but a home, I'm not sure...

@faultboy

2 жыл бұрын

Keep calm it is just a black mirror episode

@AE-gy9ys

2 жыл бұрын

I don't think he is storing the video content

@luminatrixfanfiction

2 жыл бұрын

@@AE-gy9ys How else does AI facial recognition work if it can't "memorize" people. Of course it stores data content to draw parallels from. Don't let it fool ya, it's definitely recording footage in order to recognize people.

@cablefeed3738

2 жыл бұрын

@@luminatrixfanfiction Yes and hes setting it up not to log which means it keeps it long enough to recognize you then dumps it( I say dump but most likely it's going to rewrite itself repeatedly which is much better than deleting less recoverableand requires less storage.) Just like he said in the video.

@TheFinagle

2 жыл бұрын

@@luminatrixfanfiction The AI operates from specifically selected and preloaded images that it renders down to data points of recognition. Its not learning as it goes (at least this one isn't). Even if you had one that does deep track of changes and such over time it never needs an actual complete photo to be stored, it only needs the abstraction of recognition points.

I'm planning to use a Ir Grid Eye (AMG8833) to do presence detection. It's like a micro infrared camera, so it'll even work in the dark. There are even some existing implementations to hook them up to esphome and home assistant. Might be worth a shot.

I really wanna come tour your hvac system and house when it’s done. Can’t wait for more of the house videos

Curious to see how the networking is getting done for those cameras, hopefully, that stuff is kept on separate network hardware and as far away from the internet as possible. Shodan is always searching.

@castform57

2 жыл бұрын

Probably just an isolated vlan. Why make things more difficult with extra unnecessary devices.

@CrownJoker

2 жыл бұрын

@@castform57 I think given the excessive amount of hardware and software he's already shown to be throwing at his home setup, having a dedicated physical switch or even an airgapped network wouldn't really impact the difficulty in a significant way. If anything, it would fit entirely into the theme of things.

@grey5626

2 жыл бұрын

@@CrownJoker Agreed. Separate management networks are always advisable, VLANs are traversable.

@KaFFi3N

2 жыл бұрын

I would not have it connected to the same network as the internet even through a vlan I just wouldn't sleep at night .

These Linus house improvement videos are definitely my favourite. Especially when it becomes this complex. Soon it would be just cheaper to hire someone just to switch the lights and the AC on whenever someone walks in

@grey5626

2 жыл бұрын

@TheLynxDr: it already is cheaper. Unfortunately, what LMG doesn't touch upon, is how a lot of "Big Tech" is really just human rights and labor abuses masked by silicon and websites. Also see: Mechanical Turk. Also see: Foxconn suicide nets. Also see: cobalt mining by child slaves. Linus is only a multi-millionaire though, he doesn't want his new home to be tainted by the lower caste working class while he invades his children and all of his guests' privacy. To really have real help on staff, you would have to dress them in posh outfits, and Linus isn't approaching royalty status, he didn't even graduate college. Get real.

@davidskidmore3442

2 жыл бұрын

@@grey5626 So many issues here, but (a) Labor rates in North America are quite high. Using real people does happen in other countries, usually with people who've been scammed out of access to their passports so they can't leave. (b) Suicide rates at Foxconn are like significantly lower than the Chinese national average, which itself is incredibly high compared to global numbers. Chinese culture has issues, not Foxconn. Dunno about children mining cobalt; thought that was mostly diamonds. Expecting privacy anywhere outside a bathroom these days, in an area you don't carefully control, is naïve. If you walk into a random person's house and don't know that they are a privacy nut, odds are fair that they have an Apple or Amazon or Google assistant device, or a phone/tablet/PC with those enabled in one or more rooms of the house. As long as he mentions to visitors that there are cameras about, and where and if/when they record vs. just used for analytics, I don't see an issue.

@markusfreetingham6854

2 жыл бұрын

Did I miss something? Has he installed cameras in his kids rooms and the guest rooms?

This could become a sensor array and processing unit to turn your house into an AR playground in the future. That, or you get theme music every time you walk into a room. 🤔

Wouldn’t it be easier to just have two sensors on each door. Depending on the order of sensor activation, you can tell if someone is entering or leaving the room, and count how many people are in each room at all times though if someone is about to leave and then turns back because they forgot to take something, it might confuse the system. Maybe 3 sensors per door?

One small addition to the face detection part: When performing face-detection, you do (usually) not train the network on the images, since that would take way more than 10 samples per person. Instead you will use a model that is trained to provide a feature vector of the face you input - imagine it like a description of that face. You then save those vectors for every person, and when giving the network an unknown face, you can simply compare the vector the model returns for that face to the vectors you saved, and thus determine which person is in front of the camera. Might sound a bit complicated, but is actually very easy. Over all it's really cool to see a use-case for Edge-TPUs outside of professional ML environments, I'm excited to see how ist will work when it's fully set up.

@phi0_

2 жыл бұрын

Are face vectors used for training algorithmically applied to the face or do people go through and make face vectors for all the training data?

There are motion sensors which do not require motion, they actually detect body heat instead. A colleague of mine installed them for a dentist as their lights would switch of while performing on patients. Now, that does not happen anymore.

@the_tiny_Rambo

2 жыл бұрын

That's actually pretty cool. Would be interested to know how good it is with someone sleeping under the blanket (same issue with picture recognition though imo)

@youkofoxy

2 жыл бұрын

Load cells too. Also bracelet and those shoes you would use to avoid bring stuff from outside, inside.

@JasonEllins

2 жыл бұрын

What if there's a dead body, you wouldnt want a warm dead body would you

@justjosh11

2 жыл бұрын

....and my reply was deleted because it contained a link. Ok what I was saying is Panasonic have an Infrared thermopile sensor array that does exactly this, and can be used to detect presence. It is also not personal data so is somewhat less creepy than having full HD camera all over your house. It's much much cheaper than this Asus card, but of course can't do any of the AI facial recognition, only the presence detection

@kristofmielec

2 жыл бұрын

@@justjosh11 So your comment gets deleted but these f*ing bots can spam as much as they wish. Great job as always youtube.

Some odd years from now, Linus' house is going to be like Jack Carter's house from Eureka.

@ClickItYT

2 жыл бұрын

Sarah :}

I almost skipped this video because of the title. I had no idea it was about such hardware and that they are setting it up in Home Assistant.

I mean, sure, Linus won't be worried because he has complete control, but his kids might think differently in a few years when they want privacy.

@p-pizza

2 жыл бұрын

Well then he'll get rid of the cameras in their rooms

@Nyiati

2 жыл бұрын

@@user-op8fg3ny3j You still owe your kids some privacy

@hapymine9632

2 жыл бұрын

I think lunis is a good parent. I think he can restrain himself form becoming a helicopter parent.

@anirvana

2 жыл бұрын

@@user-op8fg3ny3j That is such a dogshit argument. Just because it's not their house doesn't mean they should get zero privacy. That's like saying landowners don't need to give any privacy to renters just because "it's not their house". Like what @Kai said on another comment, _The makers of Tommy's first steps and Tommy's first words now proudly present Tommy's first nervous breakdown and Tommy's first wank._

@anirvana

2 жыл бұрын

But Linus did say it's not being recorded/watched, so I suppose it's not much of an issue.

Upvoted for Linus playing hide and seek with the AI camera. Which is also the only part I really understood.

@nillennir

2 жыл бұрын

where is linus? theeere it is!!! where is linus...........

"Do you know how to use a Mac?" "What? No" - also my experience with our full IT team on my last contract.

Oh also, there are rPI variants that have ML hardware and can do face recognition. No need to run 150W and $3000 worth of hardware for that.

@3333218

2 жыл бұрын

Can you provide a link?

‘All of this leaves us with some questions’ Yes Linus. Yes it does.

@kazioo2

2 жыл бұрын

He compared it to CPU, but how about GPU, especially one with matrix multiplication acceleration like these TPUs have (all RTX cards have it as "Tensor Cores").

@arnox4554

2 жыл бұрын

@@kazioo2 *slaps table* THANK YOU! I did look online though. According to an article, TPUs are just glorified matrix calculators. And basically, it looks like the smaller the matrix to compute, the faster a Turing GPU would be compared to a TPU. As the matrix size grows though, TPUs out-perform the GPU.

@happinessiskey2858

2 жыл бұрын

@@arnox4554 How interesting, thank you for that bit of information! I was wondering the same thing, and even made the connection to Tensor cores and Tensor Processing Units during the video. Neat stuff!

Linus laughs now, but wait until the AI starts doing it’s own sponsor spots with his images.

@alexandrupatru2892

2 жыл бұрын

"I'm Commander Shepard and this is my favorite shop!"

That transition at 9.25-9.26 was smooth af

I suppose a well configured good firewall to block all outbound connections from HA will definitely help prevent 'data leaving the house' :D

There's also replacements for google assistant or siri that run locally on this type of hardware. You should see if you can get that up and running to issue voice commands to the smart home in a privacy preserving way

@PepegaOverlord

2 жыл бұрын

are those any good ? i feel like it would get outdated real fast since it must be interfacing with so much stuff.

@jackiecs8190

2 жыл бұрын

Unfortunately, all the ones I’ve seen either send the voice data to google on the backend, or are pretty bad at voice recognition, similar to the pre-Siri era

@Luteloots

2 жыл бұрын

@@jackiecs8190 Honestly could be fine if they have a way to send the voice data to google on the backend without any personal identifiers that google could use to link that data to a person.

@isaacbejjani5116

2 жыл бұрын

@@Luteloots yea but I'm sure they create profiles for each voice, so once to use it once (registered) they will know who it is based on the sound. Like how Facebook has profiles for everyone, registered or not.

@toobyy4554

2 жыл бұрын

@@isaacbejjani5116 google also tracks cookies, ip, software- and hardware ids. its a lot of work to spoof everything even with a vpn its often possible to connect different devices to the one person using them, like f.e. pc, laptop and smartphone.

9:26 that transition cut was seriously awesome. Great camera and/or editing work to whoever is responsible

@HIHIQY1

2 жыл бұрын

agree! am surprised almost no one commented about that

Just got this running. I am now satisfied forever.

the motion sensor idea would work if you track people via _occupied_ flags ... implement just like a semaphore, comparing to status of conjoining rooms

Personally I find cameras in my house to be odd even if everything is fully local

@no-eb2xx

2 жыл бұрын

if you isolate the house network and keep it offline, it should be fine. By that I mean all house automation is physically not on the same network as computers.

@Jollviewer

2 жыл бұрын

Yeah this is nightmare fuel for a teenager. I would only be comfortable if I was sure it was deleting everything within a few minutes or so.

@arg8763

2 жыл бұрын

Same. My wife and I have decided no cameras inside, but the outside is well-covered. We are probably going to get a couple of indoor cameras that are only active when the alarm system is armed.

@interlace84

2 жыл бұрын

@@arg8763 That means someone using a UPS disguise with a cap on or something only has to worry about masking their face until you open the door.. especially with Linus detailing what he's doing, just covering the outside isn't the most optimal setup.

@volvo09

2 жыл бұрын

I'll admit it's interesting, but i'll leave the cams and listening gadgets to others...

this all reminds me of that one skit: The Techie: "My home is so smart everything is automated and AI-Powered and i control everything through my phone..." The IT Specialist: "The most modern piece of technology I own is aprinter from the 80s and I keep a loaded gun near it at all times in case it makes any weird noise" The Security Expert: "God I wish I lived on the Neolythic"

@BobSentell

2 жыл бұрын

Well, I keep the loaded gun a little way from the printer. Don't want it getting any ideas.

@diablo.the.cheater

2 жыл бұрын

Printers can't be trusted

@Plastic0Demon

2 жыл бұрын

My PC: do you trust this printer?

9:23 That transition was amazing

I had skipped this video because the title and thumbnail weren't peaking my interest. Glad I came back to it, this is awesome tech!!!!

Linus: "Computer, open the door" The house: "No"

@diablo.the.cheater

2 жыл бұрын

Linux: "Computer, sudo open the door" The house: "As you command"

@DJPOC1331

2 жыл бұрын

I'm afraid I cannot do that, Linus.

@Max24871

2 жыл бұрын

@@dakoderii4221 Drink verification can to continue

@youknowwhoiam1314

2 жыл бұрын

I can't do that Dave.......

Linus: _(wants to implement home automation to save energy)_ Also Linus: _(builds a home-automation computer that consumes hundreds of watts 24/7)_

@nikonovandrej1985

2 жыл бұрын

it`s like worrying of high fuel consumption in Bugatti sports car... And hundreds of watts, that`s not eve close, i assume 5+ KW/h? Even than, its nothing in the house of that size.

@tonylarose4842

2 жыл бұрын

This ability to turn off heating and cooling to a majority of the house if no one is there will definitely save more energy than this computer running 24/7 will use

@jeeeves

2 жыл бұрын

"The average Central AC unit uses around 3,500 W of electricity per hour" "A gaming computer requires somewhere between 300 - 500 watts per hour to operate."

@deusexaethera

2 жыл бұрын

@@nikonovandrej1985: There is no such thing as kilowatts per hour. A watt is an instantaneous measurement of the rate of energy usage. A kilowatt-hour is usage of energy at the rate of 1 kilowatt for 1 hour, or at the rate of 2 kilowatts for 1/2 hour, etc.

@deusexaethera

2 жыл бұрын

@@tonylarose4842: Or he can wire each room's HVAC to a power switch and hit the switch on the way out of the room for no cost whatsoever.

This is really impressive, and I can imagine some interesting uses for it in the future.

Kudos to the editor that did the transition at 9:24, SLICK.

Linus: "This is not a GPU." Card: "You thought I was GPU, but it was me, Dio!"

@prcvl

2 жыл бұрын

I thought it was a LG OLED TV

@lieferlando7274

2 жыл бұрын

Is this a One piece Reference????

I like how the editor blurred out the localpath url, and later totally diddnt even give a damn about it anymore xD

@tahsin28

2 жыл бұрын

Maybe it was youtube automatically doing it, not the editor.

@KeineAhnungGRP

2 жыл бұрын

@@tahsin28 noo, because you can see it when the camera focuses outside etc that even the whole screen gets blurred so it was the editor :'D .. And why diddn't YT do it later, when you could see the IP even clearer? xd

@Trafulgoth

2 жыл бұрын

@@tahsin28 KZread doesn't do that, otherwise networking tutorial videos wouldn't work.

@TubeofDestiny

2 жыл бұрын

Editor likely toying with the audience :)

I'd imagine theres gotta be some sort of software/hardware combo out there that rather than looking for motion in the room, counts the people who have entered and exited the room at the door ways and such and it what direction they went through the door or hall to then keep a tally of the occupants in each room, if the number of occupants in a room is greater than zero than heat/cool that room kind of thing.

9:25 Props on the editor for this transition

Me, when Linus was hiding from the AI: "Stop confusing Skynet!!! You're gonna make it angry!!!"

9:25 what a cool transition! I don’t know why but I watched it like ten times and it was smooth every time 😂

@spiny4068

2 жыл бұрын

bro i’m in that right now and no one is talking about it like why it’s so good lmaooo

Another big reason to start work on an AI-focused processor is that various forms of AI are used in some of the latest (primarily experimental for the time being) graphics and physics models. These models use ML-based approximations of different physical processes to do quite qualitatively accurate computations in a small fraction of the time required to do it the harder, more physically accurate way. This can do a pretty decent job of upscaling very linear, "nice" types of computations (e.g. rendering--see DLSS). That's fine, it's helpful, but where AI/ML really excels is in completely computing, from first to last, systems with highly chaotic behavior, e.g. fluid-dynamic physics simulations, where the results are actually very subjective (the outcome of a discrete "fluid" used in numerical models is going to be slightly different from the real fluid it tries to model with each step of time, and the differences compound due to the high level of chaos), so getting it right on a qualitative level is functionally just as good. The DLSS algorithm is a good example of the early stages of the integration of AI/ML-based computation to consumer applications, but you can expect it to pick up exponentially with passing time. Within a decade we are pretty much sure to see real-time-rendered fluid dynamics and such in games. Say hello to realistic soft-body physics (ever wondered why you can't cleave your enemies in half in For Honor? Well now you can!), realistic water behavior, realistic smoke behavior, realistic clouds, maybe even dirt that you can dig up in a physically faithful way. Early movers in this market (a bit different from IOT AI chip demands, but adjacent)--AI-focused processors--will be the next Intel, AMD and NVIDIA. In the case of AI graphics and physics, the chip will have to be a bit more broadly applicable/flexible, but the experience gained on this project gets a foot in the door, builds the necessary intellectual capital at the company and builds them a name in that area of the processor market.

Whereas I appreciate the DIYness of it all... You can do this with density scanners reporting back to a Creston processor, to control your individual HVAC zones.

Woahhhhhh, LMG did a shot for the cut in this video! That's new! Cool stuff peeps. There is a pan where Linus is talking on the right but then is at the counter on the left. I don't think I've ever seen a cut like that in an LTT video before!

@NoahLinebarrier

2 жыл бұрын

I had to watch that part again it was very satisfying.