I sent robot forgeries to a handwriting expert

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Create a FREE Onshape account at: Onshape.pro/StuffMadeHere
Download the part files for this project: tinyurl.com/plotterparts
If you want to help support these projects: / stuffmadehere
Special thanks to Ron Morris for taking the time to analyze a bunch of writing samples that I sent him. I got in touch with him after getting his textbook to learn more about the subject: www.amazon.com/dp/0124096026
This robot uses a tormach ZA6 to tend the writing robot: tormach.com/machines/robots.html
Heres the 3D printers we designed in onshape: hubs.ly/Q01RNGdr0
Machine learning Resources:
Generating Sequences with Recurrent Neural Networks: arxiv.org/abs/1308.0850
Code for Handwriting Synthesis with RNNs: github.com/sjvasquez/handwrit...
If you want to learn more about machine learning, this is a good overview that gets into the math behind them: • But what is a neural n...
Other stuff:
LSTM cell image By Guillaume Chevalier - File:The_LSTM_Cell.svg, CC BY-SA 4.0, commons.wikimedia.org/w/index...

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15 апр 2024

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Комментарии : 9 тыс.

@Jellooze 10 месяцев назад

I cant believe you managed to create machine learning code for doctors handwriting on the first try

@densidste9137 10 месяцев назад

thats really a world wide thing.

@RTXDV 10 месяцев назад

dude

@Swaxol 10 месяцев назад

@osmium7738 10 месяцев назад

Comment of the year.

@fitybux4664 10 месяцев назад

...but he didn't. He used someone else's code.

@MisaMapache 10 месяцев назад

What I learned from this channel over the years is that in order to do less work you have to do more work than you originally had to.

@EstroMunch 10 месяцев назад

because it’s only ever less work for future you never present you

@Swaxol 10 месяцев назад

@sethharrington1796 10 месяцев назад

It's just converting the work into other work that you like more. In this case he could just suck it up and write them out, or he could make a machine to do, that he not only is much more suited too, but also enjoys it's and allows him to hone his craft.

@TheSLOShadow 10 месяцев назад

Initially

@welcometothenextstep6496 10 месяцев назад

one time investment basically

@ennuiii 6 месяцев назад

I love the "wife annoyed to be forced to help her husbands weird projects" character she pulls lmao

@eughyuck 6 месяцев назад

i feel there is a degree of authenticity when you ask her to do a test to prove she isnt defective

@40watt53 6 месяцев назад

"character" yeah

@whatadude4841 6 месяцев назад

i have wondered if there is someone with a gun off screen

@notnotme1715 5 месяцев назад

@@whatadude4841yes but it’s not a person. It’s a perfectly calibrated auto rig

@Roddy556 5 месяцев назад

@notnotme1715 you two are pretty funny

@russellinator 7 месяцев назад

I'm surprised pen pressure on the paper wasn't more of a problem. Seems like the robots perfect line darkness would stand out more.

@seanoverholt1736 7 месяцев назад

My guess is they actually talked about how good they were, and what we saw was what we were allowed to hear.

@doxielain2231 6 месяцев назад

I came here to say this, but in my heart I knew it had already been said

@BossKnight 6 месяцев назад

Probably not the most notable thing, especially if you consider if they were actually sent out you’d only see 1 and would have no comparison for the pen pressure, And repetition is much more noticeable to the brain

@Reverend_Salem 5 месяцев назад

@@BossKnightalso ballpoint pens, especially decent quality ones, tend to have little variation in darkness with pressure.

@amb4368 5 месяцев назад

You would be able to see lots of different pressures between each letter. When handwriting, you have to lift up your hand for each letter so you wouldn't be able to use the same pressure on every one

@thelegendofme7520 10 месяцев назад

This video is the embodiment of "we do things not because they are easy, but because we thought they were"

@thenightjackal8876 10 месяцев назад

and we make necessary concessions when we realize it was a little bit too not-easy

@Sky_Guy 10 месяцев назад

"We choose to go to the moon in this decade and do the other things, not because they are easy, but because we thought they were!" - JFK, 2023

@thelegendofme7520 10 месяцев назад

@@thenightjackal8876 yea but budget doesn't change 😭😂

@harshak6276 10 месяцев назад

lmao 🤣

@thehuntressdanni2972 7 месяцев назад

🎶WE DO WHAT WE MUST BECAUSE WE CAN! 🎶

@styxz5980 10 месяцев назад

just a tip when using neural networks. In the video, I noticed after every bug you fixed, the editing at least made it look like you spent ~50 hours training the RNN again. Usually, you can use smaller datasets to train the networks and see if the output is slightly acceptable before spending the 2 days training the network with the full dataset.

@blondeguy08 10 месяцев назад

Bingo

@fitybux4664 10 месяцев назад

I also notice he didn't plot his training loss / validation loss. It's very important to be able to know if both are decreasing, otherwise you might just be overfitting to noise or something. 😆

@Swaxol 10 месяцев назад

@ALZlper 10 месяцев назад

@@fitybux4664 Also in realtime, to see if it is worth waiting another 50 hours

@jaykay5369 10 месяцев назад

Or, just invest in better/more GPUs

@Hirapyon 5 месяцев назад

I love the chemistry between him and his wife. They have the same sense of humor and banter so well. Ugh.

@007nadineL 2 месяца назад

I predict a divorce eventually based on her sarcasm.

@neverrello 2 месяца назад

@@007nadineL😭😭😭

@vinksy Месяц назад

@@007nadineLur weird

@bradysballsack 19 дней назад

They look like siblings

@neverrello 18 дней назад

@@bradysballsack 😭😭😭

@test-rj2vl 5 месяцев назад

I would like to thank you on behalf of all criminals for giving us starting point of forgery and also explaining us how we might get busted so we could fix this before we go live.

@ighdesigns 5 месяцев назад

They don’t need forgeries any more. They just steal it out of your bank account online.

@Roddy556 5 месяцев назад

I wanted to start a youtube channel where disgruntled industry experts explain how people could hack/cheat/bypass safeguards, if they even exist. It would be called "*IF* I Did It"

@test-rj2vl 5 месяцев назад

@@Roddy556 I would watch it. Safeguards are anti-consumer.

@Zal1810 5 месяцев назад

It's a cool trap of reverse psychollogy. Yo get so smart and skillful making a machine like this to try to do something illegal, that you end up pursuing a better career in science instead of being a criminal

@myslef7636 5 месяцев назад

@@Zal1810yeah like that surgeon who m4rd3red ~300 minors before realizing he can be a doctor

@H2O2FaMo 10 месяцев назад

Ok, one major tip: natural hand writing is in fact a 3D action not just 2D, meaning that the writer exerts higher and lower pressure vertical to the paper surface as they write, which results in the pen line becoming thinner and thicker at different sections of a letter! Next try to build the Y-axis movement into that robot!!

@snadwich9352 10 месяцев назад

Brutal

@dalyxia 10 месяцев назад

Or the microscopic human skin flakes and grease we leave on the paper while writing?

@wordzmyth 10 месяцев назад

Yes I thought the handwriting expert would make this point. Maybe the robot does press more in some places?

@tranquilotl3335 10 месяцев назад

I was about to suggest the same haha

@hekka7270 10 месяцев назад

Not only the pressure of the pen but angle of the pen too (or rather two angles) and the writing speed.

@holtturner3486 10 месяцев назад

Trained as a mechanical engineer 40 years ago - despite afterwards working in another field your videos resonate with the engineer's heart that still beats within. Thank you!

@kylarosborne698 10 месяцев назад

yesssssss!

@Hadeks_Marow 10 месяцев назад

I just really appreciate todays sponsor. Finding free CAD software is hard to come across.

@numberjuan6332 10 месяцев назад

bros pay to win

@pathutchison7688 6 месяцев назад

I love his wife’s facial expressions. It’s just the look of someone who loves a benign lunatic genius.

@sakkikoyumikishi 7 месяцев назад

I feel like, in this case, a forensic handwriting expert being able to make a profile for your handwriting bot is a feature, not a bug. After all, you're *not* trying to make 20,000 unique sets of handwriting, you are trying to make *one* set of handwriting that is consistent across 20,000 use instances. And if he sees enough shared characteristics between the different pieces of writing to work out a profile, that means they are identifiable as having been written by the same person (or, I guess, robot). Which means that you succeeded in creating a unique and consistent handwriting style

@b_man-25 10 месяцев назад

You know you're an engineer when you spend hundreds of hours designing and building a custom solution to do a simple menial task

@Electric999999 10 месяцев назад

In fainress he actually ended up just using someone else's code on someone else's robot. All he did was feed it paper with a second robot.

@pfistor 10 месяцев назад

@@Electric999999 he also handed the robot a pen haha. Seriously though he did engineer the trays to hold the cards, the system for picking them up and dropping them, the system for holding the cards for the writing bot and integrated those 2 robots together with the code etc. so it's not quite as easy but yeah. Giving up and using an existing code base is actually very typical of engineers in other jobs too lol.

@briondalion3696 10 месяцев назад

I feel like I am cut out to be an engineer then, since I have ocd and I have spent hundreds of hours during my free time, to optimize my free time, so I have more free time. No joke.

@joefmagat5586 10 месяцев назад

@@briondalion3696if you are old enough to go university, give it a shot. You can't be a certified engineer without an engineering degree.

@matthewtalbot-paine7977 10 месяцев назад

I'm a software developer and I have a job and that job often makes me do tasks that take hundreds of hours only for no one to use it.

@hee-hoo5672 10 месяцев назад

“If this thing had a body, I would attack it” spoken like a true coder.

@tylerpetrov8094 10 месяцев назад

Soo true

@porterolsen8304 10 месяцев назад

😂 fr

@thoakim673 10 месяцев назад

@nicholasadams2374 10 месяцев назад

That part made me laugh so hard!

@richardmoore609 10 месяцев назад

I would be arrested for crimes against humanity if solidworks had a body.

@malingehring165 8 месяцев назад

Your training process, and failures afterwards remind me of my early days in computers in high school. We "wrote" programs on a paper teletypewriter, using a computer program named BASIC. Each line was numbered, resulting in hundreds or thousands of lines of commands. The we hIt "RUN". and would wait to see what the computer would do. each run resulted in "successive approximations" until we got it to run. That was in 1973! Wow, I thought that those days were over! Great video.

@PyroGam3s 6 месяцев назад

wait... I thought that was how things were done....

@webpombo7765 6 месяцев назад

Basic is basically programming on root, tough stuff

@pashaveres4629 5 месяцев назад

Yup! lol. PDP-11 in 1976. We had to punch a paper tape to save the program for the next class. Newsprint as I recall. Didn't always work, yah, then you had to retype it.

@lakshuperiakaruppan6777 7 месяцев назад

These animations are amazing! Can’t image how much work went into this video.

@ianshook 10 месяцев назад

I have to say, one of the most helpful parts of your video was when you gave up and used code off the internet. It's nice to see others realize that some other people just do things better sometimes and you don't have to re-invent the wheel every single project. Buying a plotter, borrowing code. This is how things move forward. Good luck in your new shop!

@troybaxter 10 месяцев назад

That's how science and engineering works. You use what other people have done in the past to create something new.

@EmersonPeters 10 месяцев назад

Anyone have tips on how to do this more? I often feel like I'm spending just as much time figuring out how to integrate or implement their code into mine. I suppose that's just down to the quality of the documentation?

@MichaelHughes124 10 месяцев назад

yeah, I started writing a custom library for playing audio files in vanilla JS, and then I thought "wtf am I doing - just find an open source one". And lo and behold, there are like 5 of them.

@Ildarioon 10 месяцев назад

@@EmersonPeters Be sure of what you need. Once you know what goes in and what goes out you can use other works as a black box. GPT can also help with code integration nowadays.

@MohamedAsim 10 месяцев назад

That is why i share every line of my codes to github... it feels great to see someone uses something you did and turn it into something more useful 😂

@AssarthPatel-fu7bb 10 месяцев назад

I love the field of Computer Science. Spending 4 months to create something to do a 3 hour task for me just gives such a huge feeling of accomplishment.

@SomeTechGuy666 10 месяцев назад

Until a year later when you need to do the task 10,000 times. Or 1M times.

@satakrionkryptomortis 10 месяцев назад

thats how mostly any machine got made.

@Hoch134 9 месяцев назад

There's two reasons why investing a lot of time to gain small benefits: - If you repeat the task, there will come one point where your work amortizes itself - You probably invest all the time (i.e. 12 hours for 10 minutes faster tasks) at a point where you have it available and you also have fun with it. I've done the same for my collagues with some forms - they may only save a couple of minutes but we all get done faster and have less repetitive tasks since they're done automatically.

@inrull 9 месяцев назад

in my junior year of hs i had an obsession with writing code to basically make specialized calculators for whatever we were doing in math. definitely spent more time on making those programs than time i would've spent actually doing the work, but it was fun lol

@frandurrieu6477 8 месяцев назад

This really gave me a mood boost as a starter CS student

@dbp_pc3500 7 месяцев назад

I can’t imagine how much time you put to craft those awesome videos! Amazing!

@mikalbrown3227 7 месяцев назад

I have to say this channel is really one that makes me feel like i did as a kid when I think about Engineering. Thank You for that.

@nomimalone7520 10 месяцев назад

My favorite part of this channel is how you show yourself making mistakes, finding the error, and trying again. Over and over and over. You're inspiring.

@melanp4698 10 месяцев назад

As a full time programmer, that "But why!?!?" - "Ooooh..." really made me nod and giggle haha

@DekarNL 10 месяцев назад

Lol yea makes me feel fine about my work process 😅

@d.sadster5684 10 месяцев назад

we're not alone 😭

@reginaldbowls7180 10 месяцев назад

My favourite part is your comment!!!!

@Fit4C 10 месяцев назад

Jesus loves you alot trust in His death 4 salvation and be saved from eternal hell

@SaltyPuglord 10 месяцев назад

The shot @9:37 has me holding my sides. A $35k robot arm, TWO computers, a big power cabinet, an air compressor, a shop-vac... "But that would be over-engineered!" 😆

@MawDaws 10 месяцев назад

funny.

@theBestInvertebrate 10 месяцев назад

Totally missed that, you are definitely correct.

@Rettro404 10 месяцев назад

18k arm

@AndrewOrtman 7 месяцев назад

This is probably the best visual description of gradient descent I've seen! Awesome video!!

@ChessHistorian 5 месяцев назад

the most educational part of this is when he says, "on the first try, too! that never happens!" I always got discouraged as a kid when I didn't get things on the first try and i gave up. i didn't have any confidence to try again because i always tried my hardest the first time. If my best try wasn't good enough, no further tries seemed like they'd fare any better, so i, being a very reasonable and smart kiddo, concluded i just wasn't very good at that thing.

@randomdoodles 10 месяцев назад

Honestly I think that having a postcard written by a project you made is way cooler than having one hand written

@hanswurst666 10 месяцев назад

He bought the robot online and copy pasted the code for the program, he didn't do anything for the final product.

@samuelallen85 10 месяцев назад

@@hanswurst666 he made the suction things also combining two things different things to do one thing is harder then it looks

@philosophy_bot4171 10 месяцев назад

Beep bop... I'm the Philosophy Bot. Here, have a quote: "Until you make the unconscious conscious, it will rule your life and you will call it Fate" ~ Carl Jung

@TimeBucks 10 месяцев назад

Your video and editing skills are coming such a long way.

@atishchaudhary3321 10 месяцев назад

Nice

@imranhasan295 10 месяцев назад

Good...

@sanjaychanda1360 10 месяцев назад

Hai

@spblackey 10 месяцев назад

The production on this vid was way way ahead of what I remember seeing from him. Agree.

@opmmukan 10 месяцев назад

Nice👍👍👍👍

@raviyadav-rc1br 7 месяцев назад

Your videos always ignite the spark in me to be an inventer ,and push me to learn further

@debadityasaha1684 10 месяцев назад

When the world needed him the most , he made a forging robot.

@justsomeguy6336 10 месяцев назад

Back and better than ever

@Swaxol 10 месяцев назад

@SianaGearz 10 месяцев назад

You know, this comment is good, and yet it reads like one of those machine learning generated comments. Like the "Justin Y bot" by CodeParade. I don't know what this says about our society, or anything, but i bet it does say something.

@debadityasaha1684 10 месяцев назад

@@SianaGearz I must thank my coder on behalf of you to make me as human like as possible

@rayenaouadi3190 10 месяцев назад

I've worked on a ton of machine learning projects over the years and seeing him go through the same process of training a model for a stupid amount of hours, having it not work and then finding one small mistake in the code each time is insanely relatable

@Xotic_23 10 месяцев назад

i feel you haha, I’m very new to machine learning and have to create a model for my uni work and not being able to find the bugs is driving me insane lol

@kellymoses8566 10 месяцев назад

That is the basic process of all programming.

@fincottle5534 10 месяцев назад

@@kellymoses8566 with programming you don’t have to wait 3 days to find out if your changes worked?

@rayenaouadi3190 10 месяцев назад

@@fincottle5534 yea, with ordinary programming you can usually tell almost immediately when something is wrong, but in machine learning you cant really tell until you've given the algorithm enough time to learn

@chiaracoetzee 6 месяцев назад

I love how you described how machine learning works for laymen. Brilliant.

@johnenglish8126 7 месяцев назад

Thanks for the introduction to Onshape, I have been looking for a good 3D platform to develop my CAD-skills, definitely going to try it out! Other than that; what an amount of time wasted, but what a knowledge gained! Way to go!

@peterjensen6844 10 месяцев назад

The amazing thing is that Shane could get a high level job literally anywhere but he'd rather do his own stuff like this. And that makes him awesome

@MrDylanHole 10 месяцев назад

i think it's a little naive to think this guy doesn't have a job

@aonodensetsu 10 месяцев назад

@@MrDylanHole a little?

@MrDylanHole 10 месяцев назад

@@aonodensetsu I was trying to be nice

@matt.denney 10 месяцев назад

4.21 million subscribers definitely help. Hell, people with 75k subscribers are quitting their jobs and doing RU-vid full time. Shane has it made and we’re all here for it!

@gamerrebornplays534 10 месяцев назад

His job is inventing, " He is an inventor with five patents and 13 pending applications. " -wikipedia

@inventorsyndrome8894 10 месяцев назад

I was constantly laughing at him getting bested by his better half, its so fun to see how well she knows him

@Ioganstone 10 месяцев назад

Ya he has the humor of Linus Tech Tips where Linus is doing the experiments on such things such as SSD speed and will do experiments that he doesn't care about the result so that the answer is the same across all the setpieces.

@humanfirst11 10 месяцев назад

She's his other half, not the better half.

@capri_sunnn7935 10 месяцев назад

@@humanfirst11 its a well known figure of speech, why are you getting mad on his behalf lmao

@KrymNashZaPobedu 10 месяцев назад

@@capri_sunnn7935I hooked up with her while he was out of town a couple years ago😂😂

@spekulatius1337 10 месяцев назад

She reminds me of my Dutch ex. She must have Dutch heritage. Hopefully not actually my ex's family though, because she was insane.

@Ostinat0 5 месяцев назад

Absolutely love how succinctly you managed to sum up the experience of learning machine learning: write code; wait hours/days; find out you made a really dumb mistake; repeat steps until you eventually either ragequit or swallow your pride and decide to see if someone way smarter than you already figured it out (SPOILER ALERT: they did). Actually I suppose this goes for a lot of things!

@MrSUPERJAIL 7 месяцев назад

Your resourcefulness is frightening

@CalebStade 10 месяцев назад

That shot when you said "but that would be over engineered" was just 👌

@chrisliddiard725 10 месяцев назад

yeah, could have had a micro switch sense when the sucker was on the card.

@dandymcgee 10 месяцев назад

You wife has the greatest sense of humor ever. I love when you bring her along for the adventure in videos. Y'all are seriously the most perfect match of personalities of all time.

@devonwilliams2423 10 месяцев назад

Yeah you can tell when a smile slips through that it’s played up which makes it all the better IMO lol

@evanroberts2771 10 месяцев назад

But she has the voice of a man.... and looks like his sister.

@JustAnotherAccount8 10 месяцев назад

@@evanroberts2771 shes perfect

@devonwilliams2423 10 месяцев назад

@@evanroberts2771 ⁠ and you got opinions of a hater , cmon Bruh she’s obviously speaking monotone which is why it’s funny She’s spoken regular before and she sounds like an average woman lol

@darthkarl99 10 месяцев назад

Amen, she's just brilliant in these videos, and it's so sweet seeing how obviously good their relationship is.

@VladimirKotulskiy 6 месяцев назад

Brilliant! I can't wait to see a project from you that requires a small team of engineers.

@Veptis 22 дня назад

I kept all my school documents. And that is a lot of hand writing. I wanted to scan it all, and use OCR with a temporal variable. That way I can see handwriting improve over time. And also train a model to write whole words, not just single letters. But scanning two full boxes of documents takes over a week. And I don't have any scanner. I feel like a vector sequence model instead of a pixel model would generalize better. Thanks for sharing your work! You are experiencing the machine learning researcher: "press the run all button!"

@PrateekSrivastava789 10 месяцев назад

13:33 "This system instantly edits videos to make it look like you know what you are talking about" Very subtle Shane, very subtle

@drewendly89 7 месяцев назад

I was hoping you would go more into the actual mechanics of penmanship since the ML and graphical/font side of this is likely been researched quite a bit. As a dynamic font the results were great but still the giveaway to me was the super consistent perpendicular constant pressure strokes. Wouldve been cool to see u tackle variable stroke tilt, speed, presssure mechanics. The tapered stroke you get from the flick of a pen is completely absent.

@GospodinJean 7 месяцев назад

A very very few people in the world got what it takes to produce videos like this. Technical and theoretical knowledge, a good sense of humor, and video editing skills. this man deserves a medal!

@AsianBrozGaming 10 месяцев назад

Thank you Sean Vasquez for all these heartfelt postcards!

@JEPs. 10 месяцев назад

9:30 the subtle pan out to “that would be over engineered” reminding us of the steps undergone to solve this ‘problem’ is a great punchline.

@frankandmo 7 месяцев назад

Very cool project, thank you!!!

@nop3noperson 7 месяцев назад

Your videos have great quality! Ron in a follow up video will be seen for the first time in this way. His work can be introduced to all of us!

@danial1635 10 месяцев назад

The way you show encountering bugs in software development process is hilariously accurate and relatable.

@plonkster 10 месяцев назад

Shouting at the screen: WHYYY!? 23 minutes later: oh! That's why.

@thithi8793 10 месяцев назад

@DarthCiliatus 10 месяцев назад

@@plonkster And then it still doesn't work.

@Emulleator 10 месяцев назад

@@DarthCiliatus somehow works in part even though that shouldn't be possible

@aes-256 10 месяцев назад

recompile and restart, suddenly it's working me: !??

@awood9214 10 месяцев назад

I'll likely never get into robotics, but this man's passion is nothing short of inspirational. Cheers to doing what you love Shane!

@specialsause949 10 месяцев назад

I program similar robots for CNC production. One that that made me curious was to the paper getting picked up problem. He built those platforms with the springs which is near but those robots have the ability to compensate for those sorts of things. We have pallets that we place parts on and we can teach the first point on the pallet and the robot auto compensates and grabs each part and moves up and down the pallets automatically.

@OMY005 10 месяцев назад

@@specialsause949 Same here, programming for cnc tending. The function I used was called servo float or soft servo. And the end effector would stop with a programmed force.

@johncapps-xo4my 7 месяцев назад

This is one of the most interesting videos I've seen!! I subscribed!!

@Valchrist1313 7 месяцев назад

Reminds me of the old-school drafting printer we had in school, that handled huge sheets of paper. It was like this, but at least 5 or 6 times larger. It had an arm and a bunch of different coloured pens, and drew each line one-by-one. It would go fast, fast, slow. Stop in weird places and continue in other weird places. Was a lot of fun to watch.

@BIGSTANK1983 10 месяцев назад

I love how the wife is always so unimpressed 🤣🤣🤣 she is honestly one of my favorite parts of this channel.

@explanoit 10 месяцев назад

IMO these videos would not really work nearly as well without her

@201hastings 10 месяцев назад

Some other guys plumage doesn’t impress her.

@johnarinehart 10 месяцев назад

I was going to say the same, her reactions really make me laugh

@Tinil0 10 месяцев назад

His wife is my favorite minor character on RU-vid

@Dogtorbox 10 месяцев назад

Clearly defective😂

@alithehuman7852 10 месяцев назад

Every time Shane turns off the lights for the robots to work overnight, I think to myself, "But how can they see what they're doing?" 😂 Those googly eyes really do the trick!!

@JokeswithMitochondria 10 месяцев назад

IR cameras ftw

@TheHungrySlug 10 месяцев назад

@@tomhappening You are absolutely correct. I laughed till my sides hurt. Then Subbed!

@JaredConnell 10 месяцев назад

@@tomhappeningou bots are pretty sly but it would probably work better on another channel, not one where most viewers are college educated engineers. Wait what am i doing, giving bots advice?

@Ben.N 10 месяцев назад

@@JaredConnell I'm not 😕

@blackvikingthrone 6 месяцев назад

Love the chemistry between you two.

@ryanreedgibson Месяц назад

This is very impressive even if you didn't write your own code. It takes me so much work to write, edit, voiceover a quality video, but this is on another level.

@elbingerino 10 месяцев назад

I love how nonplussed she is every time she joins the video, she's fantastic 😂

@LuhDuckster 10 месяцев назад

@snarevox 10 месяцев назад

you should see how nonplussed she is when he drops his drawers

@nnamdiphilip3011 10 месяцев назад

Nerds 😂😂😂

@craigrussell3062 10 месяцев назад

@@nnamdiphilip3011 The true nerds are people like me going THAT'S NOT WHAT NONPLUSSED MEANS

@buyabc1917 10 месяцев назад

why tho??

@Jwaukechon 3 месяца назад

This guy is a literal genius. I have yet to find anyone with the creative AND practical means to have such an amazing end product. Congratulations, you're a badass.

@hommebanal3852 10 месяцев назад

One of my family member is graphologist. She told me that the pressure you put on each letter with your pen is also examined (showing how much emotion you put on some words) So if you're only looking at the 2D-shape of your letters, you're missing something.

@74KU 10 месяцев назад

Oh, I literally just mentioned the same thing before scrolling. 1:11 if you pause and full screen it gives a perfect example of what you are saying.

@JohnGrahambeehive 10 месяцев назад

This definitely could be sorted with a bit of pressure from an actuator on the pen

@bryang2280 10 месяцев назад

The interesting part about that he can implement that into the machine with the suction function. By adding the amount of suction to each specific word or letter at least 50% of the words wouldn't have the same pressure due to the change of suction for each words and since the care isn't rigid there would be tiny (I assume only noticeable under investigation) changes. It's a crazy thing he has built

@orangenostril 10 месяцев назад

@@bryang2280 Honestly I think you could just have the writing machine itself do it. It already can lift and push down the pen (since that's how it works lol) so I don't see why you couldn't just have it push down when writing certain lines more than others

@mikess308 10 месяцев назад

This was my biggest “tell” of real vs fake. Hard to copy the random pressures and pen scratches made by pens when handwriting something. Like the little tail left behind when finishing a word and lifting the pen at the same time.

@fiskurtjorn7530 7 месяцев назад

In the '90's I had a plotter, mixed half a dozen handwriting fonts, and tweaked the baseline shift, and baseline tilt to make writing indistinguishable from... plotted text.

@bhaskyOld 7 месяцев назад

This is actual R&D. See how much cost and effort itvtakes. Great video

@kirakoraawesome 9 месяцев назад

You should send these to "handwriting experts" who think they can get insights into a persons personality or backstory from their handwritting.

@edmis90 7 месяцев назад

You'd want to ridicule them?

@dariusftw3378 7 месяцев назад

Anyone writing each letter individually and not joining them up is sure to be a psychopath

@getmeoutofsanfrancisco9917 6 месяцев назад

@@dariusftw3378 Lol I am the type of person to handwrite everything IN CAPITAL LETTERS.

@dariusftw3378 6 месяцев назад

@@getmeoutofsanfrancisco9917 must take you forever to get anything done lol

@Ignatiusussy 6 месяцев назад

@@dariusftw3378 At school I had absolutely horrible handwriting when I was joining each letter up so I started to write individually and am now trying to unlearn 10 years of writing that way because it looks kinda unprofessional.

@ShapeKeyes 10 месяцев назад

I love the stuff you make here. "If you're woundering if this is more work than just writing out the cards.... we don't talk about that around here".

@himdeadman 6 месяцев назад

4 months!!, miss you!!

@graysonmiller5363 3 месяца назад

He is so amazing at explaining what is happening to people that have no idea. respect.

@yolo3659 10 месяцев назад

I love how he simplified the basic working of neural networks at 12:00

@nonconsensualopinion 10 месяцев назад

I agree. For anybody reading this, what he was describing is what you may have heard referred to as "gradient descent". That visualization is probably the cleanest way I've heard it explained.

@nohmers18 10 месяцев назад

I feel that his simplification of the neural network was shallow and pedantic.

@DiscipleGames 10 месяцев назад

@@nohmers18 you either don’t know what the word “pedantic” means or you’re the least self-aware person in the world lmao

@steveskeletonneii6336 10 месяцев назад

@@nohmers18if that's how you feel about it, then maybe it wasn't for you. I also think kindergarten is shallow and pedantic, but I'm not going to a school just to complain about how they educate 5 year olds.

@whannabi 10 месяцев назад

@@nohmers18 that's because it's not for an audience of specialists so obviously to make it accessible to everyone, you will dumb it down and if you don't like it well... I don't think you should expect that of this channel because it's not the main goal to go in depth about the smallest things.

@Jcreek201 10 месяцев назад

I was heartbroken to see the mural of your wife covered up, it was absolutely beautiful. This shop definitely needs another creative tribute.

@nuravgupta8226 10 месяцев назад

Where did you see this.

@bear_IV 10 месяцев назад

yes

@TheEpicLinkFreeman 10 месяцев назад

@@nuravgupta8226 2:46

@timjustus7831 3 месяца назад

Man I thought you quit making RU-vid, I been a long time sub and have my notifications set too all and I haven’t got a notification for years!! Glad I stumbled across your video. Love the channel

@bikernaut1 6 месяцев назад

Great idea masterly executed

@BlackStar300 10 месяцев назад

I just love the relationship you have with your wife. I know how much time these projects take. You don't give us videos often, but they content is amazing and for her to be a part of your skits and give you the time to do these is nice. I'm sure you both do things together, but its just great knowing she seems to appreciate these and smiles. You can genuinely tell you 2 have a healthy relationship.

@keenanleggett1498 10 месяцев назад

Lowkey seems like he causes her a lot of self esteem issues

@paradox9551 10 месяцев назад

@@keenanleggett1498 you're delusional

@ross-carlson 10 месяцев назад

@@keenanleggett1498 I VERY much doubt that. Not in the slightest.

@trashtrash2169 10 месяцев назад

Actually how, Keenan?

@JohnnyWednesday 10 месяцев назад

@@keenanleggett1498 - you misinterpret their dry humor - I think they're secretly British.

@lavre8045 10 месяцев назад

It is really not difficult to know why people like your work: The experiments, the projects, the failures, the tips, the video and sound quality, and a lot of other reasons, makes them likeable. New sub here.

@vishnuprasad2312 10 месяцев назад

He even has custom animations!!

@z_Moose 9 месяцев назад

GREAT stuff.

@beestingza 9 месяцев назад

I wish he could have a deeper level discussion of the code and other aspects for technical types.

@spacefan36 7 месяцев назад

I love the 13:30 moment of what the article is called xD

@mya747 5 месяцев назад

The amount of effort this took is incredible!

@thedudeofthestonksikantspe7328 9 месяцев назад

Is anyone really going to talk about how the wife managed to correctly decipher every fake card despite not being completely obvious and apart manage to see the ploptwist of the last 4 letters? If she is not a detective then she is not in the right job

@bpeterson1995 7 месяцев назад

Or what about how much Meth she has been smoking.

@themonsterunderyourbed9408 7 месяцев назад

Simp. Anyone with half a brain could tell the forgeries.

@zahirmontano2254 7 месяцев назад

Glad I wasn’t the only one that had that on their mind. She definitely wife goals

@themonsterunderyourbed9408 7 месяцев назад

@@zahirmontano2254 Guess you don't know what acting is.

@BuckingHorse-Bull 7 месяцев назад

the wife is a robot he built

@-RyN-23 10 месяцев назад

Lets give your wife an award, shes so great on camera an know just how to come at you so that we smile endlessly

@JerGol 10 месяцев назад

She's a cracking addition to the video, fr.

@DonaldPrizwan 10 месяцев назад

"i knew that she would know, so i did the opposite of that, and thought maybe she would....." wife... stares into space contemplating all her lifes decisions.... absolute chefs kiss perfection.

@godzilla928 10 месяцев назад

That's how wives work

@noellelovespandas 10 месяцев назад

It makes me actually want a wife

@ECGProductions092 10 месяцев назад

Dude she's so smart

@c.f.beeble День назад

To me, the main danger from forgeries is in faking signatures on documents. I'll bet the pressure points of my signature are recognizable to an expert, (from their depth and spacing on the paper, not necessarily from ink flow), no matter how sloppily I sign it. I sincerely hope you don't explore copying signatures too deeply! I've watched a number of your videos. You tackle some amazingly difficult projects, and with a lot of humor, too! I love the way your wife keeps you humble. I'm sometimes reminded of old "Honeymooners" episodes, where Alice Kramden raises an eyebrow at Ralph's latest "crazy scheme." It's powerful stuff, well engineered, and your videos are nicely produced, too. Good work!

@lolalanier9848 6 месяцев назад

My guy said “But that would be over engineered” 💀 9:33

@szymonjastrzebski2909 10 месяцев назад

I think that 2 possible differences from the normal handwriting are pressure variations and speed variations these 2 can be especially seen with fountain pens. In this case even the angle at which the pen is held changes as the word progresses and this changes line geometry

@Hexlattice 10 месяцев назад

I had the same thoughts

@EngineerMikeF 10 месяцев назад

Ditto, the pen needs variability & pressure feedback

@szymonjastrzebski2909 10 месяцев назад

@@EngineerMikeF yeah, it could be even implemented as controlling the pen force instead of controlling pen height, made as a weird closed loop system. Or simply move the pen up and down and have it spring loaded, the force of typical spring should be roughly proportional to the amount it was compressed / extended

@loganfoster8681 10 месяцев назад

Maybe the pen could be connected to a spring so as it moved there would be a slight wobble and / or a random offset could be applied each point making up a letter. Would also like to see some deliberate spelling/ writing mistakes to be more human like

@sonicmastersword8080 10 месяцев назад

Ink smear. Near impossible to have a machine replicate this.

@mohammadsattar5488 10 месяцев назад

This guy is the epitome of answering questions nobody asked but wished they did

@BenCos2018 10 месяцев назад

Facts lol

@streetwatcher_ 10 месяцев назад

This would’ve been so useful in elementary school for me with those notice of low scores slips I got

@bslaws 7 месяцев назад

15:01 Perfect! You have duplicated my writing to a T.

@Sonic.exe_uwu666 Месяц назад

Well he could just send you THOUSENDS OF PEICES OF USELESS MACHINERY!

@MatthieuBalmes 7 месяцев назад

I received your postcard when I came back from holidays. At first I was like « I don’t know any Shane from the US. wtf ». But then I red your card and remembered your video. I was delighted. The card has now a special place on my desk. Keep on the dubious projects.

@hannahbrown2728 10 месяцев назад

I will never get over how hilarious you two are when youre both on screen. You seem just perfect for each other, its like when the deadpan delivery comes from you both the sum is greater than the parts and its 100 times funnier.

@thatmitsubishikid2498 10 месяцев назад

They’re 10000% soul mates the way their chemistry is

@Jakerton 10 месяцев назад

FINALLY. So glad to see another vid from you! You’re the most committed creator on this platform and I love your story telling / humor.

@midnightsword4 10 месяцев назад

Bro 21 mins ago?

@CorruptOcean 10 месяцев назад

hey jake

@NightOwlYT. 10 месяцев назад

Meme daddy???

@CorruptOcean 10 месяцев назад

let me get a shout out

@midnightsword4 10 месяцев назад

@@CorruptOcean why

@pauljoneseyboy9615 7 месяцев назад

Living the dream I see! 🎉

@Orc-icide 6 месяцев назад

My dad also had me write lines, but he didn't supervise me, so I wrote one letter 45 times down the line, thus allowing me to briefly dissociate from pencil cramps by doing a repetitive action, freeing my mind for more interesting thought. Thank you for this awesome idea, I've gone along the same path! I feel like line wiring is a really good punishment for a kid. Feels like you used an svg file but added a 5mm Z hop

@hoodedassassin201 10 месяцев назад

I started a robotics degree because of you, thanks for changing my life for the better!

@chabosmulm 10 месяцев назад

@@test1122lol literally noone asked for your pathetic opinion

@xking21 10 месяцев назад

Keep going! We need more STEM majors!

@r3dp9 10 месяцев назад

That's a good field, especially if you're willing to get your hands dirty. As time goes on automation will only increase, and therefore the number of people needed to babysit, clean, repair, and program those machines will increase. Fun fact about new technology: It ain't reliable, and is in constant need of refinement and maintenance.

@isthatbraised 10 месяцев назад

@@test1122lol what

@test1122lol 10 месяцев назад

@@isthatbraised I'm talking about living in a 9-5 slave lifestyle, compared to being financially free doing what you want, when you want, with who you want

@cXspXr 9 месяцев назад

personally, i think the idea of you putting all of this work into a cool personalized project that can automatically write cards for people is more endearing than just writing a bunch of cards, because like anyone can do that. you put your own personal touch on the idea and that makes it special.

@XIIchiron78 6 месяцев назад

It's on brand which is why it works

@onlyhannahfans 2 месяца назад

You never cease to amaze me with how damn smart you are, man! Keep doing you!

@juliopaveif 7 месяцев назад

I was looking for his onshape for a while!

@InheritanceMachining 10 месяцев назад

I've been following you for a couple years now (since automatic hoop V1) and I'm ashamed I've never commented before. But I genuinely think your projects are the coolest I've ever seen. Every one is completely unique to anything else out there and so far beyond what I would even think is possible. Your explanations, editing and humor are on point. And I don't even mind the indeterminate wait between vids because you always deliver. But I do basically drop everything as soon as I see you've posted. All this fanboying to say, you really are an inspiration in a lot of ways and I hope to see your projects for many more years.

@mcb187 10 месяцев назад

Hey! Glad to see you here!

@bigguyg2 10 месяцев назад

Dang, this is exactly how I feel about your videos 😂

@biocinematics 10 месяцев назад

How awesome would a collab be! Food for thought

@woulg 10 месяцев назад

As someone who is currently struggling through their own first machine learning project from scratch, it was super super validating to watch you struggle through it hahah. And your explanation of machine learning was really good, I will use that to explain when people ask me what I'm doing hahah

@PFnove 10 месяцев назад

he actually explained machine learning in a way that even someone like me could understand it

@Bigleyp 10 месяцев назад

@@PFnove it isn’t that hard to understand tho

@Tempi_ 10 месяцев назад

@@Bigleyp well someone here clearly thinks they’re Stephen Einstein

@zbyszekradzimi4066 10 месяцев назад

YES ME TOO!!! I have written an ml alogirthm from scratch in python for the minst database but i keep having problems. What are you wroking on?

@Zartymil 10 месяцев назад

@@Tempi_ wtf thats not his name. it's alberto rammstein.

@ezrapascal 5 месяцев назад

this reminds me of a cartoon from the 2000s called lazy lucy about a girl who hates doing tasks so she comes up with incredibly comedically complicated schemes to make them 'easier'

@daverobertson5352 7 месяцев назад

Really man,SO COOL!!This is really interesting and entertaining.Thank you!

@John_Durrant 10 месяцев назад

“Building stuff of dubious utility” is the best tag line ever. So happy to see you back!

@trumpetperson11 10 месяцев назад

Omg, your segment on debugging machine learning programs was so depressingly accurate. Training something for hours, checking the predictions, and getting complete nonsense. Just to learn that you did something dumb somewhere (like maybe you used a '-' instead of a '+' somewhere). Then train again, and repeat until either you get it working, or you give up on life. Though of note: it is important to monitor NN training. Looking at loss, accuracy, and any other metric while you are training. Also training on smaller datasets first to iron out bugs so that you don't waste as much time.

@karlschneider5198 3 месяца назад

i am an old school sign painter...you have discovered something we old school sign painters have known for hundreds of years...we call it KERNING. kerning is the spacing in letters of a word that changes depending on the letters surrounding it...this was very apparent in the early 1980s when the first computer designing signmaking machines were built..they couldnt "program" in the human spacing/variation "errors" and characterizations that humans added to handwriting depending on or based on "it just looks right" for a particular front style that didnt look right for another. in the 1980 computer memory was so limited and slow that you couldnt have enough to program all the handwriting variances... today you can and it helps than no one writes in "cursive" anymore

@zacharyball5517 16 дней назад

You are a genius man, keep it up! 👍🏼

@AxiomaticBull 10 месяцев назад

So I love the realness of this video. As a fellow scientist I understand when you say “I have no idea what I’m doing” and it’s so true. None of us do we all rely so much on each other to solve our problems and the past achievements of others to move forward. That being said pls upload more even if it’s just updates about current projects or anything else you find interesting.

@tillthiemann6448 10 месяцев назад

That is normal? I'm currently doing my bachelors degree and feel like that half of the time.

@skydivenext 10 месяцев назад

He's not scientist He's engineer better than a scientist

@CarFreeSegnitz 10 месяцев назад

@@tillthiemann6448 Of course it’s going to feel that way. You wouldn’t learn much if you just kept repeating stuff you knew. Math degrees are not earned by repeating “1+1=2” for 50-60 hours a week for four years. Malcolm Gladwell suggests 10,000 hours to master a skill: practice, feedback, learn new stuff just outside your comfort zone.

@delbomb3131 10 месяцев назад

2 things got me to stop collecting sports cards with autographs. 1 was how depressing it looked having an athlete at a table with 1000 cards on their coffee table awaiting autographs. The 2nd was learning about autopen and finding out celebrities and prominent figures have been using the concept for 100 years.

@allangibson8494 10 месяцев назад

Longer than that. Thomas Jefferson made extensive use of an early version during his presidency.

@delbomb3131 10 месяцев назад

@@allangibson8494 dang it, totally meant to have a + after 100 🤦‍♀️

@angrydragonslayer 10 месяцев назад

@Repent and believe in Jesus Christ oh nice, an especially culty verse this time

@parvitz Месяц назад

i love how when they talk with eachother they do it in the dullest way possible, it's so cute for some reason

@jeffmullins1475 3 месяца назад

I used Onshape with my engineering one students. Was a lot of fun watching them learn basic cad.

@microgamawave 10 месяцев назад

Stuff, I know that you're making these videos available to a wider audience by toning down the science, but I would absolutely love it if you made follow up videos where you really got into explaining all of the theory, programing and math going on here. You seem to skip over a lot of integration hell, but I think that's the most interesting part. All the pieces you wouldn't think would go wrong, and how to fix some of them. Sincerely, the next generation of engineers that loves what you're doing

@mycatmauser 9 месяцев назад

I hope he reads this comment

@beestingza 9 месяцев назад

Yeah it would be great if he had a more technical discussion of the coding for people with some training. It would be a huge teaching/learning resource. As it is his videos have a bit of the "look how clever I am" vibe.

@frandurrieu6477 8 месяцев назад

@@beestingza I'd say its more just him having fun with nerd stuff, which is pretty cool

@beestingza 8 месяцев назад

@@frandurrieu6477 It is cool, but after you've seen a couple of his videos they start to blend together.