>I built a fully offline Android cornertime app to automatically track stillness and pose deviations>TL;DR: I made an Android app that uses local computer vision to automatically detect movement, posture drift during corner time. It works 100% offline, requires zero internet permissions, and the APK is free on GitHub.What it does:At the start of a session, the app captures the initial posture as a reference point. Using local, on-device computer vision (MediaPipe), it continuously monitors the camera feed.Dual Movement Detection: It catches both pose drift (gradual, slow shifting from the initial position) and sudden movements (sharp, short breaks in stillness).Face Direction Tracking: Optionally monitors if the subject turns their head away or looks toward the camera.Smart Penalty Timer: A configurable countdown timer that can automatically add extra penalty time whenever a movement violation occurs.Voice Feedback: Uses the Android Text-to-Speech engine to issue automated spoken warnings and status updates.Timelapse: Can optionally record a high-speed timelapse of the session for later review.The app runs entirely on your local device. It does NOT upload, stream, or share video, telemetry, or logs with external servers. The app's manifest completely omits the android.permission.INTERNET permission. It is physically incapable of sending any data.
>>109988499System Requirements:Android 11 or newer.A reasonably powerful device: Since all computer vision and image processing happen locally on your phone (no external servers), it requires a decent CPU/GPU to run smoothly in real time.8 GB RAM or more is highly recommended to avoid lag or background crashes during tracking.Current Status: The app is still under development, and I haven't tested it on a wide range of devices, so you might encounter some bugs. I’d be glad to get your feedback or feature suggestions!https://github.com/incident201/poseValidatorhttps://github.com/incident201/poseValidator/releases/latestUPDATEDv1.3.0This release introduces a new distribution model with two separate APK flavors: Offline and Online.The Offline version keeps the previous behavior unchanged. It does not require the Android INTERNET permission and continues to work just like earlier versions.The Online version adds support for integration with external toys through Intiface Central / buttplug.io. Because of this integration, the Online APK requests the Android INTERNET permission. This permission is used only to communicate with Intiface Central and send control signals to connected devices.All pose and face detection processing still happens locally on the device. The app does not upload images, logs, telemetry, pose data, or any other user data to external servers.The only difference between the two versions is extended connectivity features. Install offline if you want PoseGuard to have no network access at all. Install online if you need integrations with network-connected devices/toys.https://www.reddit.com/r/corner_time/comments/1tygn8r/i_built_a_fully_offline_android_cornertime_app_to/
>>109988509>Tested on Galaxy A55. a 350 dollar phone. Works very well and doesn't lag, but definitely uses pretty much all system resources.>I've been wanting an app like that for ages, but since I'm not a programmer, my ability to create one is limited. I created a Python application using Claude which does a similar thing (which can only detect motion over a certain threshold), but pose tracking is a game changer for me! I love it!
What the actual fuck
Okay but what about PiShock support?
>>109988524it can be used to force your girlfriend to touch her toes or hold the downward dog for a few minutes or few hours straight>>109988529it should work fine because it can play a sound when you are not in the correct pose and that sound can be used to trigger a shock also it can integrate directly with toys people mentioned it in reddit comments
Okay but what about OP pic?
>I use an Erostek ET312B. Like the 2B and Coyote it can process MP3>optional "play custom audio file on violation" feature is definitely possible. In that case PoseGuard would simply play a user-selected WAV/MP3 file when a violation is detected, and the ET-312B could process it through its audio mode.
>>109988499>>109988539Women vibe coding an app to give another reason to justify showing off their ass on camera.
>>109988618>implying that women are this autistically horny
>>109988499
>>109988499Cool, now I have a boner my heart is racing and I can’t stop shaking. Any chance for a future enhancement to interface with a pacemaker to automata instructions to a subject to control their breathing?
>>109988644Breathing detection via camera is kinda trickyBluetooth heart rate monitors would be pretty easy to integrate
>>109988623>women are utistically horny> not seeking attention You must be 18 years old to post on this site.
Which of these 4 poses would be best? For long term stretchingIs this a foolproof plan?Lock ankle monitor with shock collar shocker locked in it on ankle on girlfriend and chain it to a radiator or something with a short chain attached to an ice lock so she will automatically be able to walk away once ice melts in a hour or two, ensure she doesn’t have keys or cutting devices to free herself early. Make sure ankle bracelet is tight enough or shock collar prongs are long enough she can’t prevent herself from being shocked by pulling on anklet to prevent it from making contact with skinHave phone on tripod with app pointed at her far enough away she can’t reach phone or tripod with nothing around for her to throw at phone or it’s tripod. Ensure room has good lighting and she can’t reach light switches or flashlights or throw anything at them to disable lighting If activating shock anklet using sound put ring gag on her so no choking hazard so she can’t yell loud enough to prevent app from making sound when she is out of pose to tell her to get shocked.optionally have second phone on tripod video calling her so you can watch live from other roommake sure to set pose strictness to maximum level
>>109988682i love this technology
>>109988687Me tooIt’s not just a joke because it would actually work and force her to make that poseIn the past other apps or websites tried to do a similar thing but the issue all of them had was they allowed for “drift”, basically you would just get shocked for moving but they didn’t anchor you to the original pose which would be one of those 4 poses for example.This app remembers the original pose the entire time no matter how much you move and those shocks can hurt a lot if it’s a collar meant for big dogs
>>109988682>Make sure ankle bracelet is tight enough or shock collar prongs are long enough she can’t prevent herself from being shocked by pulling on anklet to prevent it from making contact with skinYou could also put a shock bracelet on each ankle and one or both wrists so when she’s not in correct pose or moves she gets shocked on all 3 or 4 at same time since she can’t pull on all 3 or 4 at same time since she only has 2 hands
>>109988682>not using maglocks
This release adds optional GPU acceleration for pose detection, a choice between Heavy and Full pose models, and smaller APK files.ChangesAdded optional GPU acceleration for MediaPipe pose detection on supported devices.Added an Acceleration setting with Auto, GPU, and CPU modes. Auto checks GPU support, remembers the working mode, and uses CPU fallback when needed.Added a PoseLandmarker Model setting:Heavy remains the default model with the best accuracy.Full is a lighter model with lower resource consumption.Reduced the size of both release APKs by about one third compared with v1.3.1Updated MediaPipe and other Android components.The Online version now supports connecting compatible Vibrate devices through Intiface Central / buttplug.io.The app can send vibration signals in two cases:while the required pose is being held;when a violation is detected.These behaviors can be configured in the new device integration section in the app settings.This release adds the ability to replace the built-in TTS voice messages for events and violations with your own uploaded WAV/MP3 audio files or with a configurable tonal signal generated by the built-in PCM signal generator.This can be used, for example, to play custom sound when a violation and send e-stim signals is detected to devices that support audio input, such as ET-312B, MK-312BT, StimKit Tingler, AXIS, Flux, E-Stim 2B, and other compatible devices.Each event can be configured individually. You can keep the default TTS voice message, use a custom audio file, use a generated PCM tone, replace the event with a short device vibration, or turn the reaction off completely.The PCM signal can be customized with options such as frequency, duration, output channel, amplitude, fade in/out, and signal pattern.
>>109988666everyone is attention seeking dumbass it came free with your fucking social species
>>109988740>uses foot to unplug power supply and immediately be freed
>>109988539>>109988618>>109988623>>109988666I don’t think a woman designed the app and the OP pic is from a different reddit account on the same subreddit
>>109988682Ahh nurses, the sluttiest profession
>>109988759Skill issue, why would it be in reach?
>>109988784She says it’s her personal stretching routine as a medical assistant and that it’s so easy https://m.youtube.com/shorts/e9UPLYXVMpg>>109988682I think it’d be best to do it on carpet or some kind of mat that can’t be easily ripped up and turned into snowballs lol
>>109988682>If activating shock anklet using sound put ring gag on her so no choking hazard so she can’t yell loud enough to prevent app from making sound when she is out of pose to tell her to get shocked.Tell her beforehand to make a peace sign with her hand as her safeword to be immediately freed by you
>>109988808I used to work with some girls that were going to nursing school at my restaurant, they were there part time. HOLY LE FUCKthey are fucking imbeciles, absolutely untrainable and bitchy on top. Each one would hook up with some randoes from a bar occasionally, lazy as fuck too. I swear I'd rather strangle myself than go into a nursing home if I live long enough to see the day. They just memorize textbooks to get though the tests and it falls out of their head.
>>109988880If only MAID could be legalized and made popular in the USA then there’d be so many fewer nurses because it saves so much money
>>109988682Use it with this to force her to smile too https://www.reddit.com/r/BdsmDIY/comments/1qbr7m1/we_created_a_program_that_shocks_you_if_you_stop/
>>109988682I think the last pose is not a good idea since anything that puts the neck in a weird position for more then a couple of minutes will be very painful and not in a good way.
>>109988880I guess it depends on the hospital/culture/country, etc. Recently had a heart surgery, and nurses were the nicest and most caring people I've ever been around. A lot of them seemed to be in their 20s or early 30s, and quite a few looked unusually thin.
>>109988499>>109988564>>109988682>>109988981I don't get the appeal. This is very boring. You could be in a fucked up hogtie and have your partner keep you safe. Give you breaks and just re-tie you. Tech makes for the most boring dom. I'd probably enjoy milking tech though like a gentle suction and a pump plug inflating and deflating within well defined limits (mechanical relieve valve in case of overpressure, mever trust code). Then get mag locked for 4 hours.
>>109988499big bum
>>109989192Idunno my experience with bealth workers has been consistenly negative. They all play hot potato with responsiblity until it gets cold and they forget what they were doing in hopes that the problem solves itself or people just straight up give up on bothering them for help anymore they'll go out of their way to do as little as humanly possible. If they get even a moderately hard case, they bail for sick leave cuz they're too retarded to deal with it themselves. I've been in many institutions and it's the same ass story every time, the other patients I've talked to say the same thing.
>>109989234I refuse to believe you look like that anime pic but I suppose biologically male humans also have milk ducts
>>109988499her feet look unlicked
>>109989308Gee anon, I too wish I was. But that will never happen and I also will never change my hardware assigned at birth.
>>109989356Stop trying to become the girlfriend you never got to have and focus on self improvement until you have a hot and kinky girlfriend
Thanks for the boner.
>>109989385>/g/ay autist getting a gfGee anon, no I am just a subby femboy with a gay master. I don't really like girls that much, just their clothes and lack of muscle.
>>109989418You don't have to brag here.
>>109989444Sorry .w.
if you vibecode your SAW trap it doesn't count
>>109988499>>109988682>mandatory Victoria’s Secret pose for 30 minuteswhat if she playfully refuses to make the pose you chose for her when you are first setting it up?
>>109989559>lip fillersYuck!
>>109989622
>>109989356>Gee anon, I too wish I waswere* ESL-kun.
>>109989703https://m.youtube.com/watch?v=sWIYlKE5kfU
>>109989706We use a past tense with a present meaning in this case. I wish I was better-looking. I wish it was not raining. I wish it was a bit larger. I wish it was possible.
>>109989706preterite is common today, irreaslis mood with subjunctive is mostly used in prosehttps://en.wikipedia.org/wiki/Irrealis_mood
>>109989706Thanks, I'll try to better myself. It doesn't help that it is verbatim the same as you told me in my native tongue. I guess hanging out on websites with browns tainted my English skills.
>>109989706don't carewill never use I + were in any case, because it looks and sounds stupid
>>109989767more like Israelis mood
As a sexless virgin, I don't understand the point of this app
>>109990157As a virgin I am sure you don’t understand the appeal of a chastity cage or belt either
>>109988499big ass = good
>>109990705yes
Post it in Fetlife! Love it op
mmmhh what the hell is this thread ?
>>109988499this shit reminds me of Deviant Designs channel on pornhubshame he deleted his vids
cool my domme will love to use this on me
>>109988682jasi bae if anyone was wondering.
>>109988499interesting. We need more interesting stuff like this
>>109988499I literally had to go fap because of the feet in OPs image. Thanks for giving me a boner OP.
>>109991770Feet are not mind control devices
>>109992165women are
>>109988524welcome to 4chan!!!
>>109992183you have free will and monks exist
>>109988880>>109989286Let me guess you're from da yookay
HOT
>>109991379idk whats going on but its giving me a boner
>>109988499Seems pretty rude.Floor also looks hard.
>>109988499> BE CAREFUL WITH THROMBOSIS> Also holding a position like that without moving is probably bad for blood flow
>>109988499>>109988509>Discover a new fetish on /g/ of all places.Huh, I guess I need to explore more topics if I wanna coom.
>>109988666i know youre retarded but theres a big difference between women posting their ass online and men vibecoding an app that ensures they move as little as possible in the timeout corner
>>109988499can i use this to improve my business?
>>109996165Yes and you can use it on your female human mannequins I mean models at your high end clothing store
>>109995907the internet was invented by women for sharing audio files that can be used to electroshock testicles
>>109988499Imagine putting your head between her soles and ass>SNIIIIIIIIIIIIIIIIIIIIIIIIIF
>>109996165KEEeEEEEEEEEK
>>109988499Ah yes, because being a normie sex haver with a token submissive gf is so common on these boards. We're all Chads. This is not an elaborate troll.
>>109989356>Gee anon, I too wish I was.Shadow leak lol
>>109988499Make sure to add a timer to remind her to move from time to time.To avoid bloodflow issues and more serious stuff.Probably should also check the position isn't to hard on joints by checking in on her.>>109995460Samefag.
>>109996654That's for OP himself. He also sets up a voice ai that scolds him and tells him to confess his sins and promise to be a good boy.
>>109996654Not to mention this along with sex in general is boring. What a waste of resources on top or the wasted air normies breathe.
>>109998198"normie" is the normalfag version of normalfag
>>109988524Deranged AI degenerates
>>109998393I prefer normoid actually. I was just being polite.
>>109998393>>109998471what about normalGODS
>>109998668coping normalfags
>>109998108I have never used this app
>>109988499Kinky, I will be showing it to my doms, thank you ^_^>>109988682>>109988725Made me leak >_< that's a great idea though>>109989234I think both have their place. Variety is fun! And self-bondage too occasionally
>>110000266>And self-bondage too occasionallyVery hot! My favorite technology
>>110002315Hot picrel <3And I agree it's great technology especially in 2026
>>109998668you're all dumb niggers, social media made it abundantly clear with the retarded shit you spew daily
>>109988750>supports connecting compatible Vibrate devices through Intiface Central / buttplug.io.Not lovesense?LMAO, OP is a raging homo who wants an AI to punish him
>>109988499Why the fuck are normie fetishes shit like this, bondage, BDSM and rape? This make my fetishes look tame.
>>110004135Are you a number only used once in cryptography? Because you sound like one.
>>109988499braaaaaaaappppp
>>109988499horrific feet
>>110004135studies show most women want to be raped
>>110004818Until it really happens and the guy is ugly and not the handsome fantasy.
>>110004183This is the biggest projection I've seen this week so far.>>110004818>>110004848Retard doesn't understand consent and taboos.
>>110005069a rape fantasy is a fantasy, because you imagine the guy is hot and that somehow it is involuntarilywhich is impossible since the woman already subconsciously desires the hot guyit is only real rape is the guy is disgusting, and gross:https://www.bbc.com/news/articles/cm98626n260yo>Harvey Weinstein sentenced to 15 years in prison for sexual assaultCan we talk about masturbatory tech please and not your mental illness?
>>110005069no one prattling about consent should be listened to regarding what women want, under any circumstances
>>110005119Frat house phi omega tech bro? What field of compsci?
weird thread
>>110005133Leave the blue boards sometimes >>>/trash/
>>110005130picrel was meant to convey your onions status and nothing more, i guess you found something new to prattle about. but yeah anyone espousing reddit tier dating advice can be safely ignored. the actual steps to dating success are 1. be a mogger and 2. bitches aint shit but hoes and tricks. nothing to do with muh consent or interesting hobbies or making snarky, sarcastic :p quips at all, actually!
>>110005154>still using words like sóý>immediately filtered>suddenly long schizo babble replycalm.
>>110005174>it's "long schizo babble" when you explain in <1 paragraph how women dont care about "consent is sexy" faggotry and only how you look
>>110005202your lifetime that worthless, esl?
>>110005218that meme is probably older than you, faggot. keep coping and seething and asking r/tinder why your numale looks and victim physique isn't getting you bitches
I didn't follow the conversation above, but i want to emphasize that you shall never care about what women like, or claim to like.You will never get pussy by appealing to women. The most common type of incel is the "nice guy" redditor who whines about how "women always go for the bad guys".The opinion of a woman doesn't matter.
>>109988524This is the first thread that’s felt like 00s 4chan in years
>>109988499you didn't make this. ai didyou stupid
>>110005069>muh consentlmao, what's next?Are you going to claim that forcing a cock into a pussy (aka """rape""") would somehow cause physical damage, even thought that pussy literally exist for the one single purpose of accommodating dick?
>>110005355two purposeses actually, needs to push out a baby too
>>110005355im starting to think you dont know much about female anatomy or how sex works. youve had sex before, right?
>schizo crashout
>>110004135What are your fetishes, anon?
>>110005744>What are your fetishes, anon?Some LARP to make himself sound important or interesting. It will be a complete pseud-fetish. Vagueposters never deliver replies.
