[HN Gopher] I am using AI to drop hats outside my window onto Ne...
       ___________________________________________________________________
        
       I am using AI to drop hats outside my window onto New Yorkers
        
       Author : jimhi
       Score  : 785 points
       Date   : 2024-06-23 13:49 UTC (9 hours ago)
        
 (HTM) web link (dropofahat.zone)
 (TXT) w3m dump (dropofahat.zone)
        
       | hammock wrote:
       | This concept is great, it's also a brilliant idea for a webcam on
       | a Bourbon St balcony in New Orleans to throw beads at parties
       | below. I am friends with a guy who owns a multistory bar in the
       | middle of the strip and would be open to this, so if OP or
       | someone else is interested in developing an AI/remote control
       | bead thrower, drop some contact info and I'll reach out
        
         | soulofmischief wrote:
         | I live in Louisiana, have done object recognition projects
         | before, feel free to reach out. Email in bio.
        
         | selimthegrim wrote:
         | I live in New Orleans. Happy to help as well. contact in bio.
        
           | edm0nd wrote:
           | AI to recognize a pair of titties and then trigger the beads.
           | Genius.
        
       | A4ET8a8uTh0 wrote:
       | I will be honest, while the project is actually neat, it
       | showcases some of the issues with technological advancements as
       | related to society ( and happens to also touch on one's exposure
       | in a big city ). One could easily imagine a scenario ( or
       | scenarios ), where this could be misused.
        
         | bogwog wrote:
         | Right? I can already imagine the government doing this to drop
         | nuclear bombs on dissidents.
        
           | A4ET8a8uTh0 wrote:
           | You seem to be making it unnecessarily dramatic for comedic
           | effect and it does not have be government in attempt to
           | dismiss genuine concern. The only reason I am not expanding
           | on it is because I do not want to give people ideas.
        
             | saltwatercowboy wrote:
             | Perhaps it can be used to drop water balloons full of
             | Gatorade on parched travellers. Or, to extend the earlier
             | concept, miniaturised atom bombs on beatniks.
        
             | lolinder wrote:
             | As the saying goes, "ideas are cheap, execution is
             | everything".
             | 
             | I guarantee you that you haven't come up with any ideas in
             | the few minutes you've been thinking as a casual and
             | presumably non-criminal observer that haven't been thought
             | of already by countless criminal and terrorist groups. The
             | only thing you're accomplishing by being vague is making it
             | hard for us to understand what you're getting at.
        
               | james_marks wrote:
               | People are influenced by what they read.
               | 
               | Whether the idea has occurred to a bad actor and if they
               | choose to act on it are very different.
               | 
               | We effectively "promote" bad ideas with detailed public
               | discussion; it's literally what influencers get paid to
               | do.
        
               | A4ET8a8uTh0 wrote:
               | Hmm. On this very forum you will often see me argue
               | actions vs speech and how the two are very different from
               | one another and how only one of those can actually be
               | construed as violence.
               | 
               | << I guarantee you that you haven't come up with any
               | ideas [...]that haven't been thought of already by
               | countless criminal and terrorist groups.
               | 
               | It is likely. My imagination is somewhat limited, but
               | this is kinda the point. If I can think it, a sizeable
               | portion of the population can as well. The difference is
               | that it just made it now is easier to deploy in non-
               | benign manner. My concern is not with terror orgs. Those
               | can and do their own thing. I am worried about a casual
               | kid, who uses it for 'pranks' that will happen, as they
               | seem to invariably eventually do, to go too far.
        
             | IshKebab wrote:
             | > The only reason I am not expanding on it is because I do
             | not want to give people ideas.
             | 
             | Well and because your ideas are either fantasy land or old
             | hat.
        
             | CyberDildonics wrote:
             | You realize anyone can throw a rock off an overpass and
             | sometimes people actually do it right? People just choose
             | not to.
        
               | A4ET8a8uTh0 wrote:
               | The two situations are not alike. People choose not to
               | throw rocks directly as the action is direct, immediate
               | and likely against the law with all the things that it
               | would influence. On the other hand, we have a remote
               | system capable of dropping things on unsuspecting heads
               | in an automated manner.
               | 
               | Do you really not see the difference?
        
               | CyberDildonics wrote:
               | One is easy an people don't do it, while one is
               | complicated and people don't do it.
               | 
               | You could drop stuff from a drone or have a drone shoot a
               | gun too, but people don't want to hurt other people in
               | general.
               | 
               | What scenario is in your head that you think being able
               | to drop something and hurt or kill someone is going to
               | happen more if people can do it automatically?
               | 
               | Who are these people that aren't hurting anyone but are
               | suddenly going to do it once it becomes a science
               | project?
        
               | A4ET8a8uTh0 wrote:
               | I had a longer post and deleted it. We disagree. Lets
               | leave it at that.
        
               | CyberDildonics wrote:
               | There is no evidence or explanation here, you seem to
               | just be saying that if people can hurt other people with
               | some sort of automation they will, but you're not
               | explaining why that would be or giving any examples of it
               | happening.
        
           | bee_rider wrote:
           | You don't need to aim that well with a nuclear bomb.
           | 
           | This sort of tech could clearly be applied to the "last mile"
           | problem in hand grenade deliveries as well, so close range
           | jammer based solutions seem pretty hopeless (I think that's
           | been pretty obvious for a while, but this hobbyist project
           | really emphasizes the fact, right?)
        
         | mensetmanusman wrote:
         | Like a gun?
        
         | prepend wrote:
         | Surely, if this got into the wrong hands evildoers could lower
         | all sorts of things people order:
         | 
         | Toupees
         | 
         | Pianos
         | 
         | Air conditioners
         | 
         | Enriched yellow cake uranium
         | 
         | Specially trained mice with machine guns
         | 
         | Robert De Niro in Brazil
         | 
         | Etc etc
         | 
         | We must mobilize to stop this now before it's too late.
         | Hopefully this will be addressed during next week's
         | presidential election.
        
         | m3047 wrote:
         | I'm old enough to remember fishing poles hanging out of windows
         | in Alphabet so you could buy drugs.
        
       | causal wrote:
       | I love this kind of project.
       | 
       | A lot of states are working on legislation that includes
       | requirements for watermarking AI generated content. But it seldom
       | defines AI with any rigor, making me wonder if soon everyone will
       | need to label everything as made with AI to be on the safe side,
       | kinda like prop 65 warnings.
        
         | tyingq wrote:
         | I'm guessing we'll just end with every website has a button
         | where you have to accept:
         | 
         | [ all cookies and ai stuff ]
        
         | omoikane wrote:
         | This is not quite like the "AI" that's hyped in recent years,
         | the key component is OpenCV and it has been around for decades.
         | Few years ago, this might have been called Machine Learning
         | (ML) instead of Artificial Intelligence (AI).
        
           | rzzzt wrote:
           | You have discovered a secret area of my personalized "pet
           | peeves" level: just a few days ago I saw an article (maybe
           | video) about how "AI" tracks you in a restaurant. Screenshot
           | was from an OpenCV-based app with a bounding box around each
           | person, it counted how many people are in the establishment,
           | who is a waiter and who is a customer, and how long they have
           | been there.
        
             | level1ten wrote:
             | Image recognition is AI.
        
               | rzzzt wrote:
               | Maybe it is easier to define what _isn 't_ AI? Toshiba's
               | handwritten postal code recognizers from the 1970s? Fuzzy
               | logic in washing machines that adjusts the pre-programmed
               | cycle based on laundry weight and dirtyness?
        
               | singpolyma3 wrote:
               | Those both sound like AI to me
               | 
               | An example of similar computer can do that isn't AI would
               | be arithmetic
        
               | mysterymath wrote:
               | There's an old saying: "Yesterday's AI is today's
               | algorithm". Few would consider A* search for route-
               | planning or Alpha-Beta pruning for game playing to be
               | "Capital A Captial I" today, but they absolutely were
               | back at their inception. Heck, the various modern
               | elaborations on A* are mostly _still_ published in a
               | journal of AI (AAAI).
        
               | bitwize wrote:
               | Apparently there was a big scare that AI would take
               | programmers' jobs away... decades ago, when the first
               | _compilers_ came out.
        
               | 6510 wrote:
               | Yes, no more machine code. Everything was to be written
               | in BASIC. ...how we laughed at that outlandish idea. It
               | was so obvious performance would be... well... what we
               | have today pretty much.
        
               | level1ten wrote:
               | We will likely develop more accurate names for the
               | different shades of AI after the fact. Or the AI will.
        
               | mrbombastic wrote:
               | This is a fair point and maybe someone more well versed
               | can correct me but pretty much all state of the art image
               | recognition is trained neural networks nowadays right? A*
               | is still something a human can reasonably code, it seems
               | to me that there is a legitimate distinction between
               | these types of things nowadays.
        
               | Teleoflexuous wrote:
               | https://en.wikipedia.org/wiki/AI_effect We got it named
               | already, it just needs to be properly propagated until
               | there's no value left in calling things 'AI'.
        
               | singpolyma3 wrote:
               | A* is definitely AI... Why would someone say it isn't?
        
               | callalex wrote:
               | As a data point in my early 2010s computer science
               | bachelor program it was taught to me as the A* algorithm.
        
           | denton-scratch wrote:
           | Thank you! I was wondering how they managed to wedge an AI
           | model into a RasPi. And I couldn't figure out what the AI was
           | needed for.
        
           | buffalobuffalo wrote:
           | This has been going on for a while:
           | 
           | https://www.smbc-comics.com/comic/ai-9
        
           | smus wrote:
           | Looks like the key component is roboflow (a computer
           | vision/ai platform) and the user trained and deployed a yolo
           | deep-learning model.
        
           | causal wrote:
           | That's my point: legislation seldom defines AI rigorously
           | enough to exclude work like OpenCV. I presume that leaves it
           | to courts or prosecutorial discretion.
        
           | autoexec wrote:
           | So it doesn't actually drop hats onto heads and doesn't use
           | what most people would consider AI... I think I could
           | probably rig up something to gracelessly shove an item out of
           | an open window too which is basically what we're left with.
           | It'd take longer to create the app for booking appointments,
           | and to set up everything for payment processing.
        
         | prepend wrote:
         | It's going to be like those "made in a facility that processes
         | nuts" warnings that are on most foods these days
        
         | RheingoldRiver wrote:
         | This comment is known to the State of California to contain
         | text that may cause you to ignore warnings which may lead to
         | cancer, reproductive defects, and some other shit that I can't
         | remember because it's been almost a decade since I lived in
         | California and weirdly I can't easily find the full text of one
         | of these online through a quick search (emphasis: quick)
        
       | rahidz wrote:
       | Ok folks, how does this impact our AGI (Aerial Gear Installation)
       | timelines?
        
         | neontomo wrote:
         | I think it has already propelled us ahead by 2 years.
        
           | dmvdoug wrote:
           | Propelled us a head, eh?
           | 
           | I see what you did there.
        
       | potatoman22 wrote:
       | This is beautiful. Have you ever dropped a hat on someone's head
       | a a surprise?
        
       | parpfish wrote:
       | will this create an organic HN meetup next under this dudes
       | window?
        
       | tmountain wrote:
       | Finally someone accomplishes something meaningful with AI! /s
        
       | saaaaaam wrote:
       | This is ABSOLUTELY RIDICULOUS.
       | 
       | I can't believe someone would spend the time and effort to do
       | this.
       | 
       | I love it. You're brilliant.
        
       | WanderPanda wrote:
       | looks like AGI has been achieved externally
        
       | robofanatic wrote:
       | Oh I could use this to deliver my home made lunch boxes to
       | customers from my 15th floor apartment!
        
         | CyberDildonics wrote:
         | I'm no AI expert, but I think you could do that with some
         | twine.
        
           | surfingdino wrote:
           | Twine would bias delivery to the right recipient whereas pure
           | AI can send it anywhere with a high degree of inaccuracy.
        
       | adregan wrote:
       | I feel like such a killjoy, but the first thing I thought of is
       | the ongoing lice "epidemic" among people with school aged
       | children in NYC.
       | 
       | I have never liked it when the ACs drip on me in midtown let
       | alone a hat dropping on my head!
        
         | jimhi wrote:
         | My hats are completely new and unworn! Lice free since June 23
        
         | mensetmanusman wrote:
         | This is a consensual hat, not a villainous hat that attacks
         | virgin tops.
        
           | prepend wrote:
           | Although I think the idea of nonconsensual hat drops is so
           | fun and fantastic.
           | 
           | I wish I could register myself as being up for any sort of
           | serendipity like this. While I like the idea of a hat
           | randomly dropping onto my head, some people may not.
        
         | cchance wrote:
         | you have to request the hat lol, you dont just walk buy and get
         | shit dropped on you, you book a drop
        
       | blorenz wrote:
       | Love this! I play recreational ice hockey in an Adult league and
       | for the past many years I've desired to use AI/Object recognition
       | to recognize who was out on the ice during what times during the
       | game to attribute who impacted goals and which players were
       | taking longer than usual shifts ( every team has those one or two
       | players!).
       | 
       | This may be achievable for me with the current state of AI and
       | GPT to help fill the gaps that my knowledge is lacking in. Thanks
       | for showing what you made and how you did it. It's encouragement
       | to me.
        
         | GiorgioG wrote:
         | If only LiveBarn feeds weren't such a pile of crap I'd have
         | some hope.
        
         | jimhi wrote:
         | This would be interesting, feel free to email me if you get
         | stuck. If you had a camera at eye level, you could try to train
         | it on recognizing the player jersey numbers.
        
           | MOARDONGZPLZ wrote:
           | Facial recognition would be better. Don't forget that
           | canonically in Mighty Ducks D2 Goldberg and Russ switched
           | jerseys so that Russ could get his infamous "Knuckle Puck"
           | shot off undisputed because everyone thought the puck was
           | passed to Goldberg until the mask came off. So the ML
           | training on jerseys would have missed this critical moment
           | and potentially assigned the score to Goldberg, when really
           | it was Russ (wearing Goldberg's jersey) who should have
           | gotten the credit.
           | 
           | One might argue that this sort of thing rarely happens so
           | it's not worth doing more complex facial recognition vis a
           | vis Jersey numbering. But I say that while it may be rare,
           | when it does happen it's a major event, so no complexity
           | should be spared to ensure we capture it accurately.
        
             | oaththrowaway wrote:
             | Typically beer league players wear full face cages so
             | facial recognition is harder to do
        
           | blorenz wrote:
           | I would have multiple camera footage. One gopro would be just
           | be a wide-angle of the bench behind the players, another
           | would be on the game clock, and additional ones would be on-
           | ice footage. Typically my gopro set-up has been behind the
           | goalie (https://www.youtube.com/watch?v=CCavsdzc-OY) and the
           | rinks have Livebarn feeds (here's one on my YT from 2018
           | https://www.youtube.com/watch?v=5WEE9y4cAHg) but there are
           | challenges in quality abound.
        
         | mynameisvlad wrote:
         | Iirc, LiveBarn offers this as a service if your local rink has
         | it set up. Annoyingly, my local rink uses 30 minute video slots
         | so it only ever captures half a game.
        
         | pants2 wrote:
         | I play in a rec soccer league and had a similar idea, except to
         | also have everyone on the team wear a smartwatch that could
         | intelligently buzz at you to sub out based on your heartrate
         | and how long you've been in.
        
           | prattatx wrote:
           | should give this to the coach too - Texas players get heat
           | exhaustion
           | 
           | Trace and hudl use shirt number and person tracking. I bet
           | they could add skin color and gait analysis to do this as
           | well.
        
         | lesuorac wrote:
         | The NHL just sticks an airtag equivalent into the jerseys.
         | 
         | Sometimes you can notice a little nob on the back/shoulder of a
         | player.
         | 
         | https://www.google.com/search?q=nhl+player+tracking+jersey
         | 
         | https://old.reddit.com/r/whatisthisthing/comments/u5707w/wha...
        
       | jimhi wrote:
       | I am seeking neighboring stores! Sometimes I crave gum on the
       | street, Gum drop anyone?
       | 
       | To summarize, I used:
       | 
       | 1. Low weight but very cool product (like Propeller Hats)
       | 
       | 2. Raspberry Pi for controlling everything
       | 
       | 3. Adafruit stepper motor for the dropping mechanism
       | 
       | 4. Yarn for holding the hat
       | 
       | 5. Roboflow for the AI
        
         | rocauc wrote:
         | i work on roboflow. seeing all the creative ways people use
         | computer vision is motivating for us. let me know (email in
         | bio) if there's things you'd like to be better.
        
         | seanhunter wrote:
         | This is legitimately awesome. Nice job sir.
        
         | Uehreka wrote:
         | > Sometimes I crave gum on the street
         | 
         | My immediate response to this was "ew, there's already so much
         | gum on the street". Then I realized you meant you want to chew
         | gum while walking down the street and I became enlightened.
        
           | wkat4242 wrote:
           | What do you think happens after they have enough of the gum?
           | :)
        
             | garrettgarcia wrote:
             | After gum on the street, there's gum on the street
        
         | prepend wrote:
         | I dream of a world where I merely open my mouth and wish it and
         | the gum just flies down into it, already unwrapped.
         | 
         | You're working toward this world and I commend you.
        
           | thfuran wrote:
           | I'll hold out for the teleportation-based version so I don't
           | have to go through the effort of opening my mouth.
        
             | generic92034 wrote:
             | I would hope that we have invented error-free software
             | development by then, though. Otherwise, a small error
             | leading to the wrong coordinates could really ruin your day
             | (or head)... ;)
        
             | ChainOfFools wrote:
             | Or use lasers and tiny gum-shaped smoke bombs to sample and
             | model the local air column currents, pre soften and flatten
             | a portion of the gum paper-thin with some sort of
             | wettimg/rolling assembly, stage, then let it drop and form
             | its own miniature gum parachute or replica of one of those
             | whirling propeller seeds that have a built-in wing to slow
             | their fall.
        
             | dmvdoug wrote:
             | Startup opportunity: AI inside a small in-mouth implant to
             | provide nerve stimulus to open mouth for you when it
             | detects floaty inbound gum.
        
             | PlunderBunny wrote:
             | What about a "we will remember it for you wholesale"
             | version of the gum experience - you pay money and are then
             | implanted with memories that are indistinguishable from
             | chewing the gum. I kinda think this is the end goal for all
             | capitalism - you pay money for nothing.
        
           | tamimio wrote:
           | At the speed of gravitational fall, it might choke you!
        
             | prepend wrote:
             | This is part of the challenge, as I want a pleasant
             | experience. Not a terminal one.
        
               | tamimio wrote:
               | Perhaps small guided parachutes that receive an auto-
               | correction location from the RPi and track the mouth? The
               | issue is that the gum will be expensive.
        
               | burnished wrote:
               | Maybe a receiving chute? Small, portable, and a clearer
               | indication (cannot be confused with a yawn), plus it'll
               | open up the variety of comestibles you can purchase just
               | s mouthful of. No more forks, no more spoons, just a
               | little sloped thing to slow and guide
        
           | moralestapia wrote:
           | Pre-chewed, perhaps.
        
             | prepend wrote:
             | For a slight additional fee.
        
               | dmvdoug wrote:
               | CaaS (Chewed as a Service).
        
               | medstrom wrote:
               | SaaCS (Service as a Chewing Substitute).
        
           | mapcars wrote:
           | People still use gum in 2024? I thought it's a wide knowledge
           | that it's bad for you in every single way
        
             | moralestapia wrote:
             | https://www.statista.com/statistics/1026426/global-
             | chewing-g...
             | 
             | Since you haven't seen someone chewing gum in a while, I'm
             | now curious about where you live. North Korea? Singapore?
        
             | tamimio wrote:
             | I do, specifically Mastic gum.
        
             | gaudystead wrote:
             | Apparently the knowledge isn't wide enough, because this is
             | the first I'm hearing of it... Why is gum bad for you? I
             | knew it was in a downward sales trend, but I figured that
             | was just consumer preferences changing over time.
        
               | hanniabu wrote:
               | Ingredients are poor for mouth and gut microbiome, but
               | then again so is mostly everything else that's processed
        
               | aidenn0 wrote:
               | Gum with sugar is bad for your teeth. Gum without sugar
               | has xylitol in it, which is good for your teeth, but may
               | increase your risk of heart attacks and strokes due to it
               | promoting blood clotting[1].
               | 
               | 1: https://newsroom.clevelandclinic.org/2024/06/06/clevel
               | and-cl...
        
               | medstrom wrote:
               | Wait... gum with sugar? That exists?
        
               | aidenn0 wrote:
               | Yes? Bazooka, double bubble, and big league chew off the
               | top of my head. As well as every gum ball I've ever seen.
        
             | ChainOfFools wrote:
             | Why does this remind me of something out of a certain old
             | point and click adventure game, it was one that had the
             | verb USE apply to every type of action.
             | 
             | click>(GUM)
             | 
             | click>(SELF)
             | 
             | click>(USE)
             | 
             | "You used the GUM on yourself.
             | 
             | Nothing special happens.
             | 
             | You now have 0 GUM."
             | 
             | There was another game in the same genre that did the same,
             | but with the verb OPERATE. As teenagers my friends and I
             | used to laugh way too much at dialogue responses these
             | games would craft, where you would get things like "OPERATE
             | GUM on SELF"
        
             | winternewt wrote:
             | Well according to the gum brands it's good for your teeth.
             | I've never heard of any evidence to the contrary, not even
             | from my dentist.
        
             | autoexec wrote:
             | it's good for building up your jaw strength which can be
             | pretty helpful.
        
           | anewhnaccount2 wrote:
           | Then a seagull flies overhead ;)
        
         | cpill wrote:
         | the biggest thing he's overcoming is the rent?! how's he doing
         | that while goofing off with projects like this?
        
           | parthianshotgun wrote:
           | Can you explain the intention behind your post?
        
         | tamimio wrote:
         | Slightly unrelated: Did the building owner/landlord complain
         | about that? Is it legal?
         | 
         | I know a friend of mine whom the building asked to remove a
         | camera they had. It was a camera used only to record the hill
         | view in front of the building, so it isn't violating any
         | privacy, and it was attached with magnets, so no damage
         | whatsoever.
        
           | ChainOfFools wrote:
           | I was also curious about this. a bunch of BASE jumping hats
           | dropping off a building is exactly the sort of project I
           | would momentarily think about doing and never seriously
           | entertain due to being certain that sooner or later someone,
           | somewhere is going to sue me for some marginally harm-like
           | side effect.
        
             | burnished wrote:
             | I don't know how litigous your region is but of all the
             | people you know who have been sued, how many of them got
             | sued for something silly vs a more low effort scheme like
             | the classic throw yourself onto someones car and have 'back
             | pain'? You might be safe to do silly shit on the basis that
             | there are easier and better targets available.
        
           | radicality wrote:
           | Also curious if they had any grounds for that. I was under
           | the impression that if you have a camera within your
           | apartment (looking through window), nobody should be able to
           | tell you no.
           | 
           | Unless perhaps the camera was attached outside their window
           | (no longer their apartment), in a way that could be deemed
           | unsafe and fall off and hurt someone, whereupon the building
           | owner could be held liable? In that case I would find it
           | reasonable to tell them to remove it.
        
       | dkga wrote:
       | Really, really liked it! Also, would be glad to hear where you
       | got that helicopter heads. I've been looking for one for some
       | time but my head is large sized so I can't find one that fits
       | here where I live.
        
       | amarcheschi wrote:
       | Can you go a bit more in depth for the part regarding training
       | the Ai to recognize the heads? Like what software(s) did you use
       | ecc... I'm an undergrad who's seeking to do similar computer
       | vision internships for his thesis and I find this kinda
       | fascinating
        
         | lobsterthief wrote:
         | That would most likely be the OpenCV bit
        
           | topherclay wrote:
           | No the opencv was just to capture video frames and they were
           | iediately passed to the roboflow model through the ssh
           | client.
        
           | seltzered_ wrote:
           | Which is what many would also call 'Image Processing'
        
       | epiccoleman wrote:
       | Fantastic, I love this kind of silly stuff. The clear next
       | iteration is a 4-prop hat, which can be guided to the target
       | head.
       | 
       | Of course, that starts to verge on what's spooky about the idea,
       | but either way, this is really fun and cool.
        
       | tcsenpai wrote:
       | This is one of the most beautiful things made with AI
        
       | hermannj314 wrote:
       | Typical mid-western humor, spends almost as much time describing
       | how to open a window as how to build an AI agent. Very fun
       | project.
        
         | rand1239 wrote:
         | All experiences are equal. They all come and go. Its the ego
         | which gives higher importance to building an AI agent over
         | opening a window.
        
           | hermannj314 wrote:
           | Well now I feel bad for laughing and having a good time.
        
           | voisin wrote:
           | Typical mid-western Buddhist humor.
        
       | aantix wrote:
       | From a fellow midwesterner - was this great? "You betcha!"
       | 
       | Finally some window shopping that interests me.
        
       | xg15 wrote:
       | That's a great idea! Did I tell you about my cousin and his
       | flower pot/anvil/piano business idea btw?
        
       | rendall wrote:
       | I'm confused. The article describes a really cool project as if
       | it were already implemented, but there is no video of it actually
       | working? Am I missing something?
        
         | hotpockets wrote:
         | it's a conceptual art project / hoax.
        
       | butterfi wrote:
       | I can't wrap my head around how that hat drops in a straight
       | line. Between the propeller and any wind, how is that hat not all
       | over the place?
        
         | riwsky wrote:
         | That's because you aren't supposed to wrap your head around a
         | hat, you're supposed to wrap the hat around your head.
        
         | OkGoDoIt wrote:
         | If you watch the video, it actually falls several sidewalk
         | tiles away and he has to go pick it up. From the text of the
         | blog, I had assumed he was using AI to actually land it
         | directly on a person's head, which would've been crazy
         | impressive.
        
           | civilized wrote:
           | Not your mistake, he does his best to imply that the hats are
           | dropping on heads.
           | 
           | He's got a future in marketing.
        
             | surfingdino wrote:
             | > He's got a future in marketing.
             | 
             | ... of AI
        
             | dauertewigkeit wrote:
             | The whole blog post is genius from a marketing perspective.
        
             | 6510 wrote:
             | Ah right, a product with AI that doesn't work.
        
               | EGreg wrote:
               | Sounds a bit like this is the new Web3 LOL
        
             | KennyBlanken wrote:
             | I mean, the site is pretty blatant viral marketing for both
             | his drop-shipped-hats-from-china side hustle and (I'm going
             | to go out on a wild limb here and guess) his employer's ML-
             | dataset-management-related startup.
             | 
             | I wish cool stuff like this wasn't always sullied by the
             | slimy feeling from it only being done to draw attention to
             | some startup sitting smack in the middle of the trendiest
             | buzzwords of the month.
        
           | biftek wrote:
           | The government would probably be knocking on his door if he
           | developed a guided hat dropping system
        
             | cypherpunks01 wrote:
             | Yes, there's truly huge interest in the technical ability
             | to accurately place hats on people of all ages and
             | backgrounds, across the globe.
        
               | WJW wrote:
               | I can assure you that if you develop a system to
               | accurately place objects (bombs, say) on top of people
               | and post the code on the open internet for everyone to
               | see, the government will indeed have some critical
               | question for you.
        
               | GeneralMayhem wrote:
               | Accurately placing heavy, aerodynamic objects onto people
               | _when you start out directly above them_ is not very
               | difficult. The hard parts are either placing the object
               | on top of the person from a few hundred or thousand miles
               | away, or - in this case - placing an object that tends to
               | flutter rather than follow a ballistic trajectory.
        
           | Animats wrote:
           | I was disappointed by that, too.
           | 
           | Now if you had terminal guidance... Put flaps on the hat, and
           | use shape-memory alloy wire and a coin cell to actuate them.
           | The hats follow a laser beam projected by the drop unit.
           | Minimal electronics required in the hat. This is how some
           | "smart bombs" work.
        
           | richardw wrote:
           | Or using the propeller to chase you until it is satisfied
           | that it's on your head.
        
           | flir wrote:
           | He needs to put the AI in the hat. Hat-drones.
           | 
           | Once he's done that, the military sector beckons.
        
             | htrp wrote:
             | Gotta raise a from a defencetech fund first
        
           | dheera wrote:
           | It looks like it has more to do with the aerodynamics of the
           | hat than the wind. It also hits a ledge on its way down in
           | the video.
           | 
           | It seems like both of these are tractable issues.
           | 
           | A round hat that is spun with a significant initial angular
           | momentum would probably fair better in landing more
           | predictably.
        
             | oniony wrote:
             | Or could just add a brick to the hat to give it some heft.
        
           | EGreg wrote:
           | I know AI can do a lot but predict wind patterns? LOL
           | 
           | Imagine using AI to drop an object and it falls perfectly
           | where you want it.
        
         | itskarad wrote:
         | that's what I thought. What if there's a gust of wind?
        
           | mvandermeulen wrote:
           | Just use a weight on the string with a configured go fast
           | length and go slow length for your motor to observe
        
           | dheera wrote:
           | Do it in a more dense city like Manila (4-6X NYC's density)
           | and you're guaranteed to land the hat on _someone_.
        
       | qustrolabe wrote:
       | Is there video of any successful drops?
        
       | gcheong wrote:
       | I was hoping to get in on the ground floor of this investment
       | opportunity but it looks like I'm too late.
        
         | gsuuon wrote:
         | Your check height may just be too low?
        
       | seanhunter wrote:
       | I have a few qualms with this AI-assisted hat delivery
       | service[1]:
       | 
       | 1. For a Linux user, you can already build such a system yourself
       | quite trivially by getting a kaggle account, learning by doing
       | computer vision projects, and then using opencv to build the
       | vision parts of the system. From Windows or Mac, you could build
       | using a cloud system such as Amazon Bedrock.
       | 
       | 2. It doesn't actually replace having a hat for the period from
       | your own front door to OP's apartment. Most people I know own
       | hats themselves or borrow from friends to be able to attend
       | specific events, but they still carry a hat in case there are
       | weather problems. This does not solve the availability issue.
       | 
       | 3. It does not seem very "viral" or income-generating. I know
       | this is premature at this point, but without charging users for
       | the service, is it reasonable to expect to make money off of
       | this?
       | 
       | [1] Actually I don't. It's really awesome.
        
         | lolinder wrote:
         | For any of today's lucky 10k:
         | 
         | https://news.ycombinator.com/item?id=9224
        
           | jf wrote:
           | Thanks! I was one of the 10k and I've been a daily HN user
           | for a long time!
        
       | Simon_O_Rourke wrote:
       | Just wait until some bozo walking down the street starts
       | litigation about harassment and spinal injury.
        
       | truetraveller wrote:
       | Is this legal? Imagine everyone doing this.
        
         | prepend wrote:
         | Why would this be illegal?
         | 
         | Like there would be a law against lowering hats on a string? I
         | think it may be more funny to have a government create such a
         | law.
         | 
         | Everyone doing this seems wonderful.
        
           | cantSpellSober wrote:
           | You're asking why dropping things out of a window in midtown
           | Manhattan might be illegal?
           | 
           | It's a boring question anyway; this is HN.
        
             | prepend wrote:
             | Yes, that's what I'm asking.
             | 
             | Dropping things shouldn't be illegal. Negligence that
             | causes harm should be.
             | 
             | Someone lowering a hat down on a string seems perfectly
             | fine. Throwing a chair out a window seems bad. I think the
             | details would affect whether someone is illegal, not just a
             | blanket "thou shall not throw things out the window."
             | 
             | There's already laws about littering and assault, so I
             | don't think that would matter how many floors up we are.
             | 
             | Why ask boring questions?
        
               | fwip wrote:
               | Well, it's not carefully lowered down on a string, it's
               | dropped from the height of the window, which you can see
               | in the video.
        
               | cantSpellSober wrote:
               | Oh man people will argue about anything. You had to
               | change "dropping things out of a window in midtown
               | Manhattan" (fairly high up as we see) to "dropping
               | things" even to argue :)
               | 
               | > _the details would affect whether someone_ [sic] _is
               | illegal_
               | 
               | Yep, that's how we apply laws.
               | 
               | Who cares? I assume most people here are grey/blackhats
               | (rainbow in this case).
        
             | stenius wrote:
             | The prop on the hat acts as a para-shoot slowing down the
             | hat via auto rotation.
             | 
             | It's the same behavior that a helicopter would have if it
             | was doing an emergency landing as well.
        
         | mdorazio wrote:
         | This is almost certainly illegal. If the hats actually hit
         | anyone, it's possible to be sued for reckless endangerment
         | and/or assault. If they don't, it's littering.
         | 
         | If you're asking dumb things like "how could a propeller hat
         | dropped 50+ feet hurt someone?" then I encourage you to imagine
         | getting hit in the eye by the spinning propeller if you happen
         | to look up.
        
       | truetraveller wrote:
       | Is this legal?!
        
         | consumer451 wrote:
         | "Regulatory Entrepreneurship"
         | 
         | https://scholarship.law.upenn.edu/cgi/viewcontent.cgi?articl...
        
       | voisin wrote:
       | Amazing. Hats _on_ to you!
        
       | prepend wrote:
       | This seems wonderful. I'm in New York next weekend and wanted to
       | buy a hat, but sadly you're all booked up. Too bad.
       | 
       | Although since it only takes a few seconds, I'd expect you to be
       | able to sell thousands of these a day. If you don't mind me
       | asking, how many slots do you release each day?
        
       | bazil376 wrote:
       | Mad hatter
        
       | 29athrowaway wrote:
       | Next step: add EEG electrodes
        
       | michael_michael wrote:
       | Our team already uses cap.ly. How does this compare to that, or,
       | say haberdash.er? Congrats on the launch.
        
       | worldmerge wrote:
       | This is so cool and just brings me a lot of joy :)
       | 
       | Also, I've been working on a project (non-commercial) that looks
       | down on people and have found existing models don't work super
       | well from that angle so thank you for publishing your work on
       | Roboflow.
        
         | paulcole wrote:
         | > I've been working on a project (non-commercial) that looks
         | down on people
         | 
         | TIL my dad's entire life has been a non-commercial project
        
       | buggeryorkshire wrote:
       | Amazing. Any chance of Top Hats as a premium upgrade?
        
       | btown wrote:
       | > Picture a world where you can walk around New York City and
       | everything you need is falling out of windows onto you. At a
       | moments notice, at the drop of a hat. That's a world I want to
       | live in. That's why I'm teaching you how to do yourself. Remember
       | this as the first place you heard of "Window Shopping."
       | 
       | I truly love the concept of pun-driven development (PDD). As a
       | motivating economic principle, a world where every human being
       | has the resources, time, and personal safety to dedicate absurd
       | amounts of their time to inane levels of pun-driven development
       | is perhaps my favorite definition of utopia.
        
         | jimnotgym wrote:
         | That's the best justification of Universal Income I have seen
         | so far
        
           | DEADMINCE wrote:
           | It can't be the best. It's only one of many positive
           | consequences. Not even a main justification, but only a point
           | of defense for those so irrationally against the concept.
        
             | baggy_trough wrote:
             | It's a bad idea, so it might well be the best.
        
         | skrebbel wrote:
         | Pyramid Scheme comes to mind. It's a scheme (as in, a lisp for
         | purists) which compiles to Solidity, the language backing
         | Ethereum.
         | 
         | http://www.michaelburge.us/2017/11/28/write-your-next-ethere...
        
           | joeyrideout wrote:
           | "I Taught My Shrimp to Fry Rice" also comes to mind:
           | 
           | https://www.youtube.com/shorts/upgdrBO02Gs
        
         | duxup wrote:
         | "Hot today, I could go for a cold drink. OH NO!"
        
         | cscurmudgeon wrote:
         | Sometimes I feel we live in a simulation in a real world a few
         | levels down with universal income or something like that. They
         | got bored so had to forget their existence by creating a
         | simulation (or nested simulations).
        
       | metadat wrote:
       | What an unexpectedly cool post, I clicked the link thinking it
       | would be "typical dumb", but it ended up being atypically dumb in
       | the greatest way! Fascinating. The author overcame many
       | challenges and wrote about them in a style as if he solved the
       | hardest parts with only a little fiddling. Maybe he's already
       | seasoned in the ML and robotics domains? So much fun to read.
       | 
       | Regarding the Video Object Detection:
       | 
       | Why does inference need to be done via Roboflow SaaS?
       | ...(api_url="https://detect.roboflow.com", api_key="API_KEY")
       | 
       | Is it because the Pi is too underpowered to run a fully on-device
       | solution such as Frigate [0] or DOODS [1]? And presumably a Coral
       | TPU wasn't considered because the author mostly used stuff he
       | happened to have laying around.
       | 
       | Can anyone comment contrasting experience with Roboflow? Does it
       | perform better than Frigate and DOODS?
       | 
       | Asking for a friend. I totally don't have announcement speakers
       | throughout my house that I want to say "Mom approaching the
       | property", "Package delivered", "Dog spotted on a walk", "Dog
       | owner spotted not picking up after their beast", and so on. That
       | last one will be tricky to pull off. Ah well :)
       | 
       | [0]
       | https://github.com/blakeblackshear/frigate/pkgs/container/fr...
       | 
       | [1] https://github.com/snowzach/doods2
        
         | yeldarb wrote:
         | FWIW you can use roboflow models on-device as well.
         | detect.roboflow.com is just a hosted version of our inference
         | server (if you run the docker somewhere you can swap out that
         | URL for localhost or wherever your self-hosted one is running).
         | Behind the scenes it's an http interface for our inference[1]
         | Python package which you can run natively if your app is in
         | Python as well.
         | 
         | Pi inference is pretty slow (probably ~1 fps without an
         | accelerator). Usually folks are using CUDA acceleration with a
         | Jetson for these types of projects if they want to run faster
         | locally.
         | 
         | Some benefits are that there are over 100k pre-trained models
         | others have already published to Roboflow Universe[2] you can
         | start from, supports many of the latest SOTA models (with an
         | extensive library[3] of custom training notebooks), tight
         | integration with the dataset/annotation tools that are at the
         | core of Roboflow for creating custom models, and good support
         | for common downstream tasks via supervision[4].
         | 
         | [1] https://github.com/roboflow/inference
         | 
         | [2] https://universe.roboflow.com
         | 
         | [3] https://github.com/roboflow/notebooks
         | 
         | [4] https://github.com/roboflow/supervision
        
         | dmvdoug wrote:
         | You are hereby put on notice that the undersigned intends to
         | and henceforth will appropriate for his own further use without
         | attribution to you the phrase "atypically dumb in the greatest
         | way," and furthermore that the undersigned may modify said
         | phrase by replacing "greatest" with "best." Any objection by
         | you to said appropriation and/or modification by said
         | undersigned will be and thereby is deemed waived by you,
         | provided you do not respond to this notice within 48 hours.
         | Please redirect your reply, if any, to /dev/null. Thank you.
        
           | metadat wrote:
           | Hilarious, your terms are acceptable. I'd actually edited
           | "best" to "greatest", it was a tough call. Glad I could
           | brighten your day, haha.
        
         | surfingdino wrote:
         | > ... "Dog spotted on a walk", "Dog owner spotted not picking
         | up after their beast", and so on.
         | 
         | How about hanging a London Tube-style yellow dot-matrix display
         | showing estimated times of neighbours walking past your home?
         | Something like:
         | 
         | "1. Mrs Green towards Post Office 5min"
         | 
         | "2. Mr Smith towards Bus Stop 7min"
         | 
         | "3. Mr Snow towards Mrs Smith 9min"
        
       | BaculumMeumEst wrote:
       | I really want to use llama3 8B Q4_0 llama.cpp for some fun
       | automation tasks so I tried following this guide:
       | https://voorloopnul.com/blog/quantize-and-run-the-original-l...
       | but all I get out of it is rambling nonsense. Glad ollama exists
       | I guess, running that works fine for me.
        
       | tamimio wrote:
       | Pretty cool! Any info about the maximum height of AI head
       | detections?
        
       | stikit wrote:
       | Love the creativity and humor which is often the spark for true
       | innovation.This guy is a real life Kramer from Seinfeld. Reminds
       | me of the episode where Kramer drops a ball of oil from his nyc
       | apartment while testing a business idea.
        
       | zombiwoof wrote:
       | No wonder people hate tech bros
       | 
       | Feed the world? Nah let's do more stupid stuff
        
         | bradly wrote:
         | Oof. Are we not to enjoy life until all are fed?
        
         | cantSpellSober wrote:
         | Strange article to be so offended by.
         | 
         | Do you work or develop things that don't "feed the world?"
        
         | blharr wrote:
         | This is a lame criticism. One guy doing a silly little project
         | to entertain himself (and also developing useful skills along
         | the way) is far better than the millions of people who work in
         | politics, industry, etc. that also aren't actively fixing the
         | world and are instead actively worsening it.
        
         | wonderwonder wrote:
         | How could you possibly hate on this? Not everyone has to spend
         | every second saving the world. People can just have fun and
         | bring small amounts of joy.
         | 
         | Hope you feel better friend, its going to be alright.
        
       | karaterobot wrote:
       | This is visionary.
        
       | atemerev wrote:
       | Cool. Now replace hats with explosives and sell it to the
       | military.
        
       | lxgr wrote:
       | This is so much nicer than the typical type of things that might
       | fall onto your head in Midtown. Love it!
        
       | deadbabe wrote:
       | Maybe I'll try this
        
       | metaph6 wrote:
       | what a lots of free time to spare, creatw and joy...
        
       | jaredhansen wrote:
       | This is the best thing I've seen on HN or indeed on the internet
       | in general for quite a long time. Excellent work and thank you
       | for brightening my day.
        
       | kulesh wrote:
       | Go roboflow!
        
       | Frieren wrote:
       | > Picture a world where you can walk around New York City and
       | everything you need is falling out of windows onto you.
       | 
       | A funny way of criticizing something. Great commentary.
        
       | Uptrenda wrote:
       | I don't know what is more impressive: that someone thought of
       | such a whacky idea or that they actually implemented it. It's
       | very creative and I can see someone who thinks like this seeing
       | opportunities others wouldn't.
        
       | o999 wrote:
       | That's nice, except it is very likely illegal
        
       | timnetworks wrote:
       | As another inhabitant of the same x,y plot -- please don't pivot
       | to pianos.
        
       | petermcneeley wrote:
       | That hat seems familiar.
        
       | IIAOPSW wrote:
       | WHAT CORNER IS THIS ON I WILL GO THERE RIGHT NOW AND WAIT TO BE
       | HATTED BY AN AI
        
         | AustinDizzy wrote:
         | Judging by the first picture in the article, it appears to be
         | at Park Ave & E 33rd St.
        
       | betaporter wrote:
       | Tried to buy a hat and this person is... sold out. For a while!
        
       | vedmed wrote:
       | Now take this code and replace hats with bombs.
        
       | tcsenpai wrote:
       | Thanks, I am happy to notify you that I archived your post in my
       | hall of fame (and in the internet archive). Kudos!
       | https://archive.tunnelsenpai.win/archive/1719179282.959772/i...
        
       | ajwin wrote:
       | I wonder if anvils will be the breakout product for this
       | technology. It seems like it should be.
        
         | talldayo wrote:
         | I know a guy at Acme Corp. who would pay top dollar to get this
         | tech out to his customers.
        
       | faizshah wrote:
       | We need to bring back the stupid hackathon this is great:
       | https://news.ycombinator.com/item?id=13638463
        
       | JFuzz wrote:
       | "Fan" tastic
        
       | geerlingguy wrote:
       | > My dream is for all the city windows to be constantly dropping
       | things on us all the time. You will need a Raspberry Pi...
       | 
       | A Raspberry Pi would hurt quite a bit, depending on the floor!
        
       | rashidae wrote:
       | If this is used for the wrong reasons, so using something other
       | than a hat... This could be lethal.
        
         | giantg2 wrote:
         | Won't be a problem if we scale up the mosquito zapping laser
         | system...
        
       | Nimnimnim wrote:
       | The vision of a world where you need a sandwich on your way to
       | work and it just drops on your head is both hilarious and
       | something I really need in my life.
        
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