Video yükleniyor...

Video Yüklenemedi

Ana Sayfaya Dön

Streaming iPhone data in real-time directly to Rerun 🚀 The collection process is one of the most frustrating parts of building imitation-learning datasets. I’ve got a little army of sensors—📱 iPhone, iPad, Quest 3—but getting them temporally aligned, spatially aligned, AND seeing real-time feedback while recording is tough. I...

pablovelagomez1's profile picture

Pablo Vela

2,920 subscribers

27,433 görüntüleme • 1 yıl önce •via X (Twitter)

LIVE

Anya Rossi• Live Now

Private livecam show

0 Yorum

Yorum bulunmuyor

Orijinal gönderinin yorumları burada görünecek

Benzer Videolar

🚀 Introducing EgoExo Forge - built on top of Rerun, Gradio, and Hugging Face hub (I’ll be in San Francisco July 21–29 — if you’re into robotics, egocentric AI, large-scale data collection, or just want to chat, DM me!) In my opinion, large-scale, diverse, and high-quality data is still the largest bottleneck for generalized robotics deployment. I believe that some version of imitation learning from human examples will be the most scalable + clean way to train humanoid robots 🤖 (similar to what Tesla did for Full Self Driving). Teleop is too expensive to collect a large enough dataset in a reasonable manner, so passive collection via egocentric (and in certain cases, exocentric) views feels like the right bet. Over the past few months, I've been trying to build out the scaffolding for this and using Rerun as my underlying infrastructure. Data being collected needs to be easily inspectable + time series and rerun provides the right tooling for this. My goal is to first build out a ground truth representative dataset from already existing open source data, generate some reasonable baselines, and then go out and collect my own data that adheres to the defined schema. 🔍 Starting with open-source datasets 1. EgoDex from Apple 2. HOCap from Nvidia and the University of Texas at Dallas 3. Assembly101 from Meta All these different datasets have different sensor configurations + annotations, so my goal with egoexo-forge is to have one consistent labeling scheme + data layout. I built a data pipeline that aligns all of the different datasets in one general schema assuming the COCO133 keypoint layout that allows for exo+ego, ego only, or exo only Since the scaffolding is already there, it becomes MUCH easier to add other datasets. So the next ones that I'll be including are HD-EPIC kitchens dataset, HOT3D, and finally my own personal iPhone + insta360 go collection method. Once I have a diverse variety of datasets, I'll double down on what I believe to be the key algorithms required to make useful data for imitation learning 📊 1. Camera Pose estimation via SLAM/SFM for ego perspective (and automatic calibration for exo) 2. Human pose estimation for both egocentric + exocentric views 3. Metric 3D reconstruction + object tracking I'll be setting up reasonable open-source baselines for each of these to validate that these datasets work, and then finally try to use the generated datasets for some imitation learning via the pi0-lerobot repo I've been working on. I plan on making a blog post + providing more info on all of this in the near future so stay tuned
0:18

🚀 Introducing EgoExo Forge - built on top of Rerun, Gradio, and Hugging Face hub (I’ll be in San Francisco July 21–29 — if you’re into robotics, egocentric AI, large-scale data collection, or just want to chat, DM me!) In my opinion, large-scale, diverse, and high-quality data is still the largest bottleneck for generalized robotics deployment. I believe that some version of imitation learning from human examples will be the most scalable + clean way to train humanoid robots 🤖 (similar to what Tesla did for Full Self Driving). Teleop is too expensive to collect a large enough dataset in a reasonable manner, so passive collection via egocentric (and in certain cases, exocentric) views feels like the right bet. Over the past few months, I've been trying to build out the scaffolding for this and using Rerun as my underlying infrastructure. Data being collected needs to be easily inspectable + time series and rerun provides the right tooling for this. My goal is to first build out a ground truth representative dataset from already existing open source data, generate some reasonable baselines, and then go out and collect my own data that adheres to the defined schema. 🔍 Starting with open-source datasets 1. EgoDex from Apple 2. HOCap from Nvidia and the University of Texas at Dallas 3. Assembly101 from Meta All these different datasets have different sensor configurations + annotations, so my goal with egoexo-forge is to have one consistent labeling scheme + data layout. I built a data pipeline that aligns all of the different datasets in one general schema assuming the COCO133 keypoint layout that allows for exo+ego, ego only, or exo only Since the scaffolding is already there, it becomes MUCH easier to add other datasets. So the next ones that I'll be including are HD-EPIC kitchens dataset, HOT3D, and finally my own personal iPhone + insta360 go collection method. Once I have a diverse variety of datasets, I'll double down on what I believe to be the key algorithms required to make useful data for imitation learning 📊 1. Camera Pose estimation via SLAM/SFM for ego perspective (and automatic calibration for exo) 2. Human pose estimation for both egocentric + exocentric views 3. Metric 3D reconstruction + object tracking I'll be setting up reasonable open-source baselines for each of these to validate that these datasets work, and then finally try to use the generated datasets for some imitation learning via the pi0-lerobot repo I've been working on. I plan on making a blog post + providing more info on all of this in the near future so stay tuned

Pablo Vela

37,360 görüntüleme • 1 yıl önce

Colmap 4.0 was very recently released, so it inspired me to do some work to better understand it and its new capabilities with Rerun. I want to really understand how Colmap, and in particular, pycolmap, works outside of just calling it via the CLI. So my goal is to use the low-level pycolmap API to log every part of the pipeline. The explicit goal is to have an alternative to the SQLite database that I can utilize. Instead of SQLite, I want to try logging everything directly to rerun and use RRD. This means I can have deep inspectability and still save the features/matches/2D view geometry, but be able to view it directly in rerun. I think this is one of the superpowers that rerun provides; data and visualizations are deeply integrated. As I'm often working with sequential data (videos), I'm going to specifically focus on four things: 1. Monocular Video Simple: Calls high-level APIs such as pycolmap.extract_features, pycolmap.match_sequential, pycolmap.incremental_mapping. These are basically identical to the CLI options and provide a good baseline. 2. Monocular Video Streamed: Take the above high-level APIs and break them down to their iterator version, logging each component in a streamed manner. This way, I can stream the intermediate features to rerun while the extraction/matching/mapping is happening. 3. Rig with unknown calibration: <- WHAT THE VIDEO SHOWS This is probably the most interesting version and the first one I've been working on. It allows one to set a rig between known sensors, such as in VR/AR devices, leading to much better reconstructions with multiple cameras. This is the case where we don't know the calibration a priori, so we have to run a reconstruction twice: once as a normal Colmap reconstruction with no rig constraints, use this to generate the constraints, and then do it again with the newly found rig. 4. Rig with known calibration: This is the RoboCap example, where we have a pre-calibrated set of sensors, so we don't need to run the two reconstructions and also gain better matching between cameras, both spatially and temporally. Again, this leads to a much better reconstruction! Along with all this, GLOMAP has become a first-class global mapper, making it super easy to use directly within pycolmap! I'm excited to do more with this and compare it to things like pycuvslam, vipe, and other alternatives.
0:20

Colmap 4.0 was very recently released, so it inspired me to do some work to better understand it and its new capabilities with Rerun. I want to really understand how Colmap, and in particular, pycolmap, works outside of just calling it via the CLI. So my goal is to use the low-level pycolmap API to log every part of the pipeline. The explicit goal is to have an alternative to the SQLite database that I can utilize. Instead of SQLite, I want to try logging everything directly to rerun and use RRD. This means I can have deep inspectability and still save the features/matches/2D view geometry, but be able to view it directly in rerun. I think this is one of the superpowers that rerun provides; data and visualizations are deeply integrated. As I'm often working with sequential data (videos), I'm going to specifically focus on four things: 1. Monocular Video Simple: Calls high-level APIs such as pycolmap.extract_features, pycolmap.match_sequential, pycolmap.incremental_mapping. These are basically identical to the CLI options and provide a good baseline. 2. Monocular Video Streamed: Take the above high-level APIs and break them down to their iterator version, logging each component in a streamed manner. This way, I can stream the intermediate features to rerun while the extraction/matching/mapping is happening. 3. Rig with unknown calibration: <- WHAT THE VIDEO SHOWS This is probably the most interesting version and the first one I've been working on. It allows one to set a rig between known sensors, such as in VR/AR devices, leading to much better reconstructions with multiple cameras. This is the case where we don't know the calibration a priori, so we have to run a reconstruction twice: once as a normal Colmap reconstruction with no rig constraints, use this to generate the constraints, and then do it again with the newly found rig. 4. Rig with known calibration: This is the RoboCap example, where we have a pre-calibrated set of sensors, so we don't need to run the two reconstructions and also gain better matching between cameras, both spatially and temporally. Again, this leads to a much better reconstruction! Along with all this, GLOMAP has become a first-class global mapper, making it super easy to use directly within pycolmap! I'm excited to do more with this and compare it to things like pycuvslam, vipe, and other alternatives.

Pablo Vela

30,070 görüntüleme • 6 ay önce

TESLA HALTED MODEL S AND MODEL X PRODUCTION TO BUILD AN ARMY OF OPTIMUS ROBOTS The Fremont assembly line was torn down in 46 days. In its place, Tesla is building a line for humanoid production, aiming for a million units a year A humanoid robot is a body shaped like a human. Physical AI is the intelligence that controls that body Walking and making coffee is often just imitation learning from a scripted routine. But once the environment shifts, the learned trick stops working Language models had the entire internet to train on. Robotics has nothing close to that scale of data, which is why one giant brain hasn't worked for anyone yet The industry is moving toward modularity instead - separate models for vision, movement, and planning, each improved on its own The real question is no longer whether a robot can move impressively. It's whether it can pull its sensors into one picture of the world and adapt to whatever wasn't scripted for it
0:12

TESLA HALTED MODEL S AND MODEL X PRODUCTION TO BUILD AN ARMY OF OPTIMUS ROBOTS The Fremont assembly line was torn down in 46 days. In its place, Tesla is building a line for humanoid production, aiming for a million units a year A humanoid robot is a body shaped like a human. Physical AI is the intelligence that controls that body Walking and making coffee is often just imitation learning from a scripted routine. But once the environment shifts, the learned trick stops working Language models had the entire internet to train on. Robotics has nothing close to that scale of data, which is why one giant brain hasn't worked for anyone yet The industry is moving toward modularity instead - separate models for vision, movement, and planning, each improved on its own The real question is no longer whether a robot can move impressively. It's whether it can pull its sensors into one picture of the world and adapt to whatever wasn't scripted for it

iamigorekk

22,205 görüntüleme • 1 ay önce

I found an old screen recording from my iPhone 11 Pro Max with iOS 17 Decided to compare the animations to my iPhone 17 with iOS 27, and I have so many thoughts 😭 Overall, iOS 17 is INFINITELY smoother than iOS 27, purely due to its animation speed. Opening and closing apps is slow and elegant, accompanied by a beautiful wallpaper zoom. 27 is rough, fast, and lacks fluidity. For some reason, they got rid of the wallpaper zoom when opening/closing apps, making everything feel flat. All of that is paired with the atrocious performance of the iOS screen recorder that started with iOS 18 and still hasn’t been fixed. Notice how there are zero jitters on iOS 17, but both jitters and artifact on 27. This is not a hate post. I just wanted to share my thoughts. And no, this isn’t the problem of a “beta”. Stable iOS 26 has the exact same issues. Thanks 💔
0:10

I found an old screen recording from my iPhone 11 Pro Max with iOS 17 Decided to compare the animations to my iPhone 17 with iOS 27, and I have so many thoughts 😭 Overall, iOS 17 is INFINITELY smoother than iOS 27, purely due to its animation speed. Opening and closing apps is slow and elegant, accompanied by a beautiful wallpaper zoom. 27 is rough, fast, and lacks fluidity. For some reason, they got rid of the wallpaper zoom when opening/closing apps, making everything feel flat. All of that is paired with the atrocious performance of the iOS screen recorder that started with iOS 18 and still hasn’t been fixed. Notice how there are zero jitters on iOS 17, but both jitters and artifact on 27. This is not a hate post. I just wanted to share my thoughts. And no, this isn’t the problem of a “beta”. Stable iOS 26 has the exact same issues. Thanks 💔

Out of Galaxy

185,719 görüntüleme • 1 ay önce

I really learnt from the best If your content is averaging 700 views it’s of two things 1. It’s either you did not warm up your account well to the hashtag you are posting with 2. You have a general content problem , you need to find content that has been pushed in the last 1 month max and post I have 4 iPhones , 3 iphone 8 and 1 iPhone 7 , I post content on all everyday been doign this for the past 2 years I use the iPhone 7 to post for one of my brands And I use the 3 iPhone 8 to post for one brand The most important thing is , find what works for one phone and spread it across others It took me years to learn this One big lesson, don’t tell your vpn to X , you will hate yourself , not telling people the vpn I am using so they don’t overcrowd it If you post a content in your main niche, you should be averaging 1k+ - 5k+ views Trust me it’s a lot of work I also started posting on instagram and YouTube and they work differently , don’t post the same video content on both without observing hashtags I also posted on lemon8 , one of my post average 10k+ views Daily I get around 50 users , I have gone viral several times, one of my biggest virality is 700k+ views I really want to buy more iPhone 7 and 8 , It costs me arround $50-70 for each locally here Recently I have been thinking of how do I get clippers locally to do this and train them but it looks like it’s hard because you have to train them Taking advice from the legend Alex Nguyen I have not made a lot but trust me , it works This is proof from one of the apps , we ask during onboarding where they find us
0:05

I really learnt from the best If your content is averaging 700 views it’s of two things 1. It’s either you did not warm up your account well to the hashtag you are posting with 2. You have a general content problem , you need to find content that has been pushed in the last 1 month max and post I have 4 iPhones , 3 iphone 8 and 1 iPhone 7 , I post content on all everyday been doign this for the past 2 years I use the iPhone 7 to post for one of my brands And I use the 3 iPhone 8 to post for one brand The most important thing is , find what works for one phone and spread it across others It took me years to learn this One big lesson, don’t tell your vpn to X , you will hate yourself , not telling people the vpn I am using so they don’t overcrowd it If you post a content in your main niche, you should be averaging 1k+ - 5k+ views Trust me it’s a lot of work I also started posting on instagram and YouTube and they work differently , don’t post the same video content on both without observing hashtags I also posted on lemon8 , one of my post average 10k+ views Daily I get around 50 users , I have gone viral several times, one of my biggest virality is 700k+ views I really want to buy more iPhone 7 and 8 , It costs me arround $50-70 for each locally here Recently I have been thinking of how do I get clippers locally to do this and train them but it looks like it’s hard because you have to train them Taking advice from the legend Alex Nguyen I have not made a lot but trust me , it works This is proof from one of the apps , we ask during onboarding where they find us

Pixel_builder

49,140 görüntüleme • 3 ay önce

Most people have no idea that these photos exist from the surface of Venus. Climate change is real. It’s happening on Venus and it’s happening on Earth. Did you know that Venus may have been habitable at one point in time? It’s known as Earth’s sister planet. Below are some of the only images ever taken from the surface of Venus. One day Earth may look similar to this. There is no argument that climate change is real. It happened on Venus and it’s constantly happening on Earth. Human interaction most definitely has some effects on the planet’s climate change, but so too do non-human factors — even to a greater degree. My hope is that, not only can humans work to slow down the process, but also one day come up with solutions to reverse it.
0:19

Most people have no idea that these photos exist from the surface of Venus. Climate change is real. It’s happening on Venus and it’s happening on Earth. Did you know that Venus may have been habitable at one point in time? It’s known as Earth’s sister planet. Below are some of the only images ever taken from the surface of Venus. One day Earth may look similar to this. There is no argument that climate change is real. It happened on Venus and it’s constantly happening on Earth. Human interaction most definitely has some effects on the planet’s climate change, but so too do non-human factors — even to a greater degree. My hope is that, not only can humans work to slow down the process, but also one day come up with solutions to reverse it.

Ed Krassenstein

1,591,184 görüntüleme • 2 yıl önce

Many people only see the medals, records, and great photos, but there is so much more behind them. Daily training sessions, discipline, early mornings, pushing through exhaustion, and a constant desire to improve. A huge amount of time, effort, and emotion is invested in sports. At the same time, sports are not only about victories. There is always a risk of injury, which can keep an athlete away from training for a long time or even bring a sporting career to an end. That is why it is so important to follow safety rules, take care of your health, and never neglect recovery. Behind every athlete is a tremendous amount of hard work that often goes unnoticed, but it is this work that leads to success.
0:18

Many people only see the medals, records, and great photos, but there is so much more behind them. Daily training sessions, discipline, early mornings, pushing through exhaustion, and a constant desire to improve. A huge amount of time, effort, and emotion is invested in sports. At the same time, sports are not only about victories. There is always a risk of injury, which can keep an athlete away from training for a long time or even bring a sporting career to an end. That is why it is so important to follow safety rules, take care of your health, and never neglect recovery. Behind every athlete is a tremendous amount of hard work that often goes unnoticed, but it is this work that leads to success.

hay nyash

186,295 görüntüleme • 3 ay önce

iPhone Takes a Photo of You Every 5 Seconds While you’re using your iPhone, it takes a photo of you every 5 seconds. More precisely - when you pick up or put down your iPhone, and also when it’s unlocked and sits motionless for a long time, the Face ID sensors take pictures every 5 seconds. You can see this through the infrared lens: it looks like the iPhone is taking a photo in the dark with a flash. Even if you cover the sensor, it will still keep trying to take a picture. In reality, of course, the iPhone isn’t taking photos. It scans your face to figure out whether you’re looking at it. In Face ID settings this mode is called Attention Awareness. You’re working on your iPhone, it’s charging, you get a call - and the iPhone “takes pictures” with the Face ID camera. As soon as it realizes you’re looking at it, the ringtone gets quieter. The same thing works with alarms and other notifications. This is not actually taking photos - it’s the TrueDepth infrared sensors scanning your face for the Attention Aware Features. How to turn this off on iPhone. You need to disable Attention Aware Features. Method 1 (main one): 1. Open Settings. 2. Tap Face ID & Passcode. 3. Enter your passcode. 4. Find Attention Aware Features and turn it off. Method 2 (via Accessibility): 1. Open Settings → Accessibility. 2. Tap Face ID & Attention. 3. Turn off Attention Aware Features. After that, your iPhone will stop automatically lowering the volume of calls, alarms, and notifications when you’re looking at the screen, and it won’t scan your face as actively for “attention.”
0:17

iPhone Takes a Photo of You Every 5 Seconds While you’re using your iPhone, it takes a photo of you every 5 seconds. More precisely - when you pick up or put down your iPhone, and also when it’s unlocked and sits motionless for a long time, the Face ID sensors take pictures every 5 seconds. You can see this through the infrared lens: it looks like the iPhone is taking a photo in the dark with a flash. Even if you cover the sensor, it will still keep trying to take a picture. In reality, of course, the iPhone isn’t taking photos. It scans your face to figure out whether you’re looking at it. In Face ID settings this mode is called Attention Awareness. You’re working on your iPhone, it’s charging, you get a call - and the iPhone “takes pictures” with the Face ID camera. As soon as it realizes you’re looking at it, the ringtone gets quieter. The same thing works with alarms and other notifications. This is not actually taking photos - it’s the TrueDepth infrared sensors scanning your face for the Attention Aware Features. How to turn this off on iPhone. You need to disable Attention Aware Features. Method 1 (main one): 1. Open Settings. 2. Tap Face ID & Passcode. 3. Enter your passcode. 4. Find Attention Aware Features and turn it off. Method 2 (via Accessibility): 1. Open Settings → Accessibility. 2. Tap Face ID & Attention. 3. Turn off Attention Aware Features. After that, your iPhone will stop automatically lowering the volume of calls, alarms, and notifications when you’re looking at the screen, and it won’t scan your face as actively for “attention.”

Officer's Notes

18,831 görüntüleme • 1 ay önce

I made over 2.5 million dollars this past week betting sports. Yes, it sounds easy. Yes, it sounds simple. But the truth is, this is the result of years of obsession, discipline, and grinding at my craft. I spent four straight years playing poker 18 hours a day. That was my entire life. Wake up, play poker, think about poker, sleep, repeat. That level of focus is how I became one of the top players in the world and made over 10 million dollars playing poker. Poker built my foundation. Discipline, risk management, emotional control, and the ability to perform under real pressure. But the reality is, there are no billionaires in poker. There are billionaires in sports betting. So I went all in on sports betting and walked away from poker completely. I took everything I learned and built this the right way. I hired the best analysts and handicappers in the world, people I met through poker, and brought them together under one operation. Because of the platform I’ve built, these guys make more money working with me than they ever could on their own. That is how I’m able to operate at an extraordinary level and consistently win at a very high rate. Winning 2.5 million dollars in a week is incredible, and I’m grateful, but I’m not satisfied. I’m constantly sharpening my edge and building something bigger. My vision is to turn this into a nine figure a year business. I truly believe I’m on the path to becoming a billionaire one day. I think back to being a kid, dreaming of being a professional gambler, having a gambling themed bar mitzvah, and looking up to my father, one of the best poker players in the world. This path has been inside me for a long time. Today, my entire life revolves around becoming the best sports bettor possible. I wake up thinking about it, go to sleep thinking about it, and live it every single day. Grateful for the journey. Let’s keep going.
0:13

I made over 2.5 million dollars this past week betting sports. Yes, it sounds easy. Yes, it sounds simple. But the truth is, this is the result of years of obsession, discipline, and grinding at my craft. I spent four straight years playing poker 18 hours a day. That was my entire life. Wake up, play poker, think about poker, sleep, repeat. That level of focus is how I became one of the top players in the world and made over 10 million dollars playing poker. Poker built my foundation. Discipline, risk management, emotional control, and the ability to perform under real pressure. But the reality is, there are no billionaires in poker. There are billionaires in sports betting. So I went all in on sports betting and walked away from poker completely. I took everything I learned and built this the right way. I hired the best analysts and handicappers in the world, people I met through poker, and brought them together under one operation. Because of the platform I’ve built, these guys make more money working with me than they ever could on their own. That is how I’m able to operate at an extraordinary level and consistently win at a very high rate. Winning 2.5 million dollars in a week is incredible, and I’m grateful, but I’m not satisfied. I’m constantly sharpening my edge and building something bigger. My vision is to turn this into a nine figure a year business. I truly believe I’m on the path to becoming a billionaire one day. I think back to being a kid, dreaming of being a professional gambler, having a gambling themed bar mitzvah, and looking up to my father, one of the best poker players in the world. This path has been inside me for a long time. Today, my entire life revolves around becoming the best sports bettor possible. I wake up thinking about it, go to sleep thinking about it, and live it every single day. Grateful for the journey. Let’s keep going.

Sean Perry

106,001 görüntüleme • 8 ay önce

Transparency post: (will delete) This is a video of me giving up in real time. I’ve been having a rough few days. Despite it being my highest income month from UGC & despite the opportunities I’ve been getting, I’ve been feeling really discouraged. After crying on and off all day, I wanted to tough it out and get a project done. I felt that my energy was off but kept filming until I started stumbling on some words and couldn’t take it anymore. All this to say. UGC is NOT easy no matter what anyone tells you. It’s a 1 man business and you’re responsible for every last bit of your successes or failures. On top of it all, you still have to keep up with your personal life and responsibilities. So the pressure is intense and it’s inevitable. I’m not posting this because I have an inspirational message to share, but I’m posting this to show new creators that despite often seeing success stories, there is often a lot of pain and struggle behind those stories. So be prepared, make your mental health a priority along your journey. And whatever you do, don’t lose yourself in this field. #ugccommunity
0:12

Transparency post: (will delete) This is a video of me giving up in real time. I’ve been having a rough few days. Despite it being my highest income month from UGC & despite the opportunities I’ve been getting, I’ve been feeling really discouraged. After crying on and off all day, I wanted to tough it out and get a project done. I felt that my energy was off but kept filming until I started stumbling on some words and couldn’t take it anymore. All this to say. UGC is NOT easy no matter what anyone tells you. It’s a 1 man business and you’re responsible for every last bit of your successes or failures. On top of it all, you still have to keep up with your personal life and responsibilities. So the pressure is intense and it’s inevitable. I’m not posting this because I have an inspirational message to share, but I’m posting this to show new creators that despite often seeing success stories, there is often a lot of pain and struggle behind those stories. So be prepared, make your mental health a priority along your journey. And whatever you do, don’t lose yourself in this field. #ugccommunity

Izzy | UGC Creator 🌿

15,255 görüntüleme • 3 yıl önce

The past year has seen me have a renaissance, in the truest sense… I won’t go into details now but will at some point before long. What has brought so much happiness to my life and those around me this past year has been my falling back in love with sport. Cycling has, and always will be, my number one. Yet I’d forgotten that I simply love sport, not for results but for the sheer joy of doing it, I’d completely forgotten that the health of my mind is intrinsically connected to the health of my body. I’ve rediscovered the love I had for sport that existed before the world of professional cycling took over in the way it did. I’ve been pushing myself and trying new things this past year, indifferent to the results, just out having fun and at times going deeper than I thought I was capable of anymore. Last week I got on a TT bike for the first time in a decade, Factor Bikes built me a bike, I’ve been looking at it for two years and decided it was time to get fitted, getting back on it felt like going home. Anyway, the long and the short of this is that it’s inspired me to create a club to inspire and be inspired. A community for us to share our love for getting out there and doing it, because I’ve realized that although I spend most of my sporting life on my own I derive the most pleasure when feeling part of something. It’s in its early days, I’ve called it Sporting Club CHPT3 aka SCC3, I’d love you to check it out and join. It’s still in its infancy, but I hope it’s going to grow into something that will inspire you as much as me.
0:19

The past year has seen me have a renaissance, in the truest sense… I won’t go into details now but will at some point before long. What has brought so much happiness to my life and those around me this past year has been my falling back in love with sport. Cycling has, and always will be, my number one. Yet I’d forgotten that I simply love sport, not for results but for the sheer joy of doing it, I’d completely forgotten that the health of my mind is intrinsically connected to the health of my body. I’ve rediscovered the love I had for sport that existed before the world of professional cycling took over in the way it did. I’ve been pushing myself and trying new things this past year, indifferent to the results, just out having fun and at times going deeper than I thought I was capable of anymore. Last week I got on a TT bike for the first time in a decade, Factor Bikes built me a bike, I’ve been looking at it for two years and decided it was time to get fitted, getting back on it felt like going home. Anyway, the long and the short of this is that it’s inspired me to create a club to inspire and be inspired. A community for us to share our love for getting out there and doing it, because I’ve realized that although I spend most of my sporting life on my own I derive the most pleasure when feeling part of something. It’s in its early days, I’ve called it Sporting Club CHPT3 aka SCC3, I’d love you to check it out and join. It’s still in its infancy, but I hope it’s going to grow into something that will inspire you as much as me.

David Millar

111,780 görüntüleme • 2 yıl önce

By Thursday, we will be announcing Phase IV of the Health Insurance for vulnerable citizens in Kaduna. The figure takes us to over 1, 000 in partnership with KACHMA. I missed being in the office. In the next few weeks, I will state my position politically. I owe the public that. I always state whatever I do through my handles. I was with my father for a few hours and he is fine with me running. As God is my witness, and on behalf of the excellent people Kaduna North, I will be running for office in 2027, if alive. We will still focus on the job we were elected to do, and there are a few leaders, Northern Statesmen and fathers that I have to speak to. My position is peculiar. But I have tried to handle with honour and dignity. My wife and I have decided this is the right course. And my people are with me, on social media and offline. I have never feared an election for a day. But it is the right of anyone to try. Respect that right knowing my record speaks for me. Thank you.
0:11

By Thursday, we will be announcing Phase IV of the Health Insurance for vulnerable citizens in Kaduna. The figure takes us to over 1, 000 in partnership with KACHMA. I missed being in the office. In the next few weeks, I will state my position politically. I owe the public that. I always state whatever I do through my handles. I was with my father for a few hours and he is fine with me running. As God is my witness, and on behalf of the excellent people Kaduna North, I will be running for office in 2027, if alive. We will still focus on the job we were elected to do, and there are a few leaders, Northern Statesmen and fathers that I have to speak to. My position is peculiar. But I have tried to handle with honour and dignity. My wife and I have decided this is the right course. And my people are with me, on social media and offline. I have never feared an election for a day. But it is the right of anyone to try. Respect that right knowing my record speaks for me. Thank you.

Hon. Mohammed Bello El-Rufai

54,551 görüntüleme • 6 ay önce

The gold standard fluid interactions on iOS are built using in-process client animations (like SwiftUI does it) and not render-server animations (like CoreAnimation does it). This is common knowledge inside of Apple’s UI framework and system experience teams. A close inspection of iOS’s evolution reveals the gradual upgrading of system experiences written using render-server animations (that often disable user interaction) with ones using client animations (that are interruptible and interactive). The app switcher for iPhone X, the Dynamic Island, and Liquid Glass bars are prime examples of this trend. The other thing that makes these experiences feel so fluid is their use of spring animations that preserve velocity, rather than Bézier curve easing functions. To get velocity preservation, you need to be able to interrupt a spring animation and retarget it or drive it with a gesture. That’s a lot easier to do when the animation is running in the same process as the event handling. When we were first pitching SwiftUI, two of our go-to demos were a recreation of the iOS 9 navigation and Home Screen interactions which were fully interactive and interruptible, at a time when the actual implementations of those experiences in the OS disabled user interaction and ran server-side animations. CoreAnimation is great and the framework does much more than animation. You can build a fine app using its server-side animations. But if your UI framework can’t do efficient main thread client animations, there’s a ceiling to the quality of the experience your app can provide.
0:12

The gold standard fluid interactions on iOS are built using in-process client animations (like SwiftUI does it) and not render-server animations (like CoreAnimation does it). This is common knowledge inside of Apple’s UI framework and system experience teams. A close inspection of iOS’s evolution reveals the gradual upgrading of system experiences written using render-server animations (that often disable user interaction) with ones using client animations (that are interruptible and interactive). The app switcher for iPhone X, the Dynamic Island, and Liquid Glass bars are prime examples of this trend. The other thing that makes these experiences feel so fluid is their use of spring animations that preserve velocity, rather than Bézier curve easing functions. To get velocity preservation, you need to be able to interrupt a spring animation and retarget it or drive it with a gesture. That’s a lot easier to do when the animation is running in the same process as the event handling. When we were first pitching SwiftUI, two of our go-to demos were a recreation of the iOS 9 navigation and Home Screen interactions which were fully interactive and interruptible, at a time when the actual implementations of those experiences in the OS disabled user interaction and ran server-side animations. CoreAnimation is great and the framework does much more than animation. You can build a fine app using its server-side animations. But if your UI framework can’t do efficient main thread client animations, there’s a ceiling to the quality of the experience your app can provide.

Kyle Macomber

194,329 görüntüleme • 24 gün önce

UPDATE: I’M ABLE TO SPEAK AGAIN!! I been talking since Tuesday. For those that aren’t familiar with tracheotomies, because of the open hole in my throat, it prevents me from speaking because air goes out the trach rather than up through your voice box. So in order for me to speak, I have a cap called a speaking valve (the purple cap). What it does is cover the trach to allow the air I breathe to go through my nose and mouth again while stopping air from coming out my throat, allowing my voice to come out. It’s a really big adjustment and what should feel like breathing normal doesn’t feel natural at all. I can only wear it for a short time before getting tired for now. A week ago I didn’t even know how to breathe with it on, but last night I had it on for the longest I’ve had so far and it felt comfortable. So there’s hope to getting back to normalcy. I Still have to adjust to my daily life with this thing in my throat. Still not comfortable gaming or sitting for long period of time because of the position I need to be in. It’s getting better though. Hopefully it’s still just part of the healing process. Also. Thank you to the community for giving me the confidence to post videos and pictures of myself in the most unflattering situations.
0:11

UPDATE: I’M ABLE TO SPEAK AGAIN!! I been talking since Tuesday. For those that aren’t familiar with tracheotomies, because of the open hole in my throat, it prevents me from speaking because air goes out the trach rather than up through your voice box. So in order for me to speak, I have a cap called a speaking valve (the purple cap). What it does is cover the trach to allow the air I breathe to go through my nose and mouth again while stopping air from coming out my throat, allowing my voice to come out. It’s a really big adjustment and what should feel like breathing normal doesn’t feel natural at all. I can only wear it for a short time before getting tired for now. A week ago I didn’t even know how to breathe with it on, but last night I had it on for the longest I’ve had so far and it felt comfortable. So there’s hope to getting back to normalcy. I Still have to adjust to my daily life with this thing in my throat. Still not comfortable gaming or sitting for long period of time because of the position I need to be in. It’s getting better though. Hopefully it’s still just part of the healing process. Also. Thank you to the community for giving me the confidence to post videos and pictures of myself in the most unflattering situations.

Joe (JaeBsoNasty)

22,654 görüntüleme • 1 yıl önce

ermmm I got 2 more babies xD i had to go back and get the other sisters they’re all from the same litter i felt so bad :c but once they’re all 3 bonded with my 4 older female rats im going to do a big cage upgrade and they’ll all be in the same one! but this is two of the new babies the other one is shy and sleepy 😴 ill try to take a pic of all 3 of them later! so the video is 2 of 3 of the new babies, and the 2nd pic is their cage until they bond with my adult rats and get a bit bigger, in which case by then i will be moving all of 7 (YES now SEVEN hahah) of my female ratties to the big big cage next to my older pack of 4 girls’s cage (u can see champagne -the albino- and oreo-the one below) saying hello in pic 4 :3 and what’s crazy is that the current rat cage for my 4 older girls is a pretty good size, so moving all of them to the larger cage is going to be crazy for them, im gonna make it like a rat theme park haha
0:11

ermmm I got 2 more babies xD i had to go back and get the other sisters they’re all from the same litter i felt so bad :c but once they’re all 3 bonded with my 4 older female rats im going to do a big cage upgrade and they’ll all be in the same one! but this is two of the new babies the other one is shy and sleepy 😴 ill try to take a pic of all 3 of them later! so the video is 2 of 3 of the new babies, and the 2nd pic is their cage until they bond with my adult rats and get a bit bigger, in which case by then i will be moving all of 7 (YES now SEVEN hahah) of my female ratties to the big big cage next to my older pack of 4 girls’s cage (u can see champagne -the albino- and oreo-the one below) saying hello in pic 4 :3 and what’s crazy is that the current rat cage for my 4 older girls is a pretty good size, so moving all of them to the larger cage is going to be crazy for them, im gonna make it like a rat theme park haha

xX KIWI Xx

72,582 görüntüleme • 6 ay önce

$OnlyMarms Update for the end of Day 2 🦫 The receipts just keep stacking up. Since yesterday... 📺 The token has now been mentioned LIVE on television for the second time, this time on NBC. ( 🎙️ The story has now reached radio, with its first major interview airing on Radio-Canada. ( 🌐 The M.A.D. Lab has created an official OnlyMarms page on its website, documenting the community initiative and bringing everything together in one place. ( 📰 And more media outlets continue picking up the story by the hour - from major newspapers to university publications and international outlets. Take a step back for a second. $OnlyMarms sends a message and sets a statement: Meme coins can do good, and Meme coins can have real-world impact. It is the first time in a while, that we see positive media reports on a meme coin. This isn't a a simple meme that we have invented, it is actually a real world problem that we got to turn into a Crypto narrative to help the M.A.D Lab with fundraising, and awareness. The Pump.fun community, together against a real-world problem. A wildlife research lab founded in 1962 lost critical government funding after more than 60 years of continuous research. The community built around that mission. Now, every TV appearance, every radio interview, every news article, and every official update from the lab brings more attention - not just to the token, but to the research itself and the main issue: get the Lab their funding back. This is what makes OnlyMarms different. The narrative doesn't depend on price action, this is bigger than that. It evolves every time the world learns about the story. For the first time in a while, we have a narrative that I think can send a message and set a statement: Meme coins can do good, and Meme coins can have real-world impact. It is the first time in a while, that we see positive media reports on a meme coin. 🦫 Official M.A.D. Lab OnlyMarms page: 🌍 Community Website: Community Chat for raids and bagworking: Official Linktree: CA: HBrfYZgeLKdSvBBGnGkvAK4563pq8oBGpgNFAaespump Also we set up an official account where more marmot content will be posted: OnlyMarms
0:18

$OnlyMarms Update for the end of Day 2 🦫 The receipts just keep stacking up. Since yesterday... 📺 The token has now been mentioned LIVE on television for the second time, this time on NBC. ( 🎙️ The story has now reached radio, with its first major interview airing on Radio-Canada. ( 🌐 The M.A.D. Lab has created an official OnlyMarms page on its website, documenting the community initiative and bringing everything together in one place. ( 📰 And more media outlets continue picking up the story by the hour - from major newspapers to university publications and international outlets. Take a step back for a second. $OnlyMarms sends a message and sets a statement: Meme coins can do good, and Meme coins can have real-world impact. It is the first time in a while, that we see positive media reports on a meme coin. This isn't a a simple meme that we have invented, it is actually a real world problem that we got to turn into a Crypto narrative to help the M.A.D Lab with fundraising, and awareness. The Pump.fun community, together against a real-world problem. A wildlife research lab founded in 1962 lost critical government funding after more than 60 years of continuous research. The community built around that mission. Now, every TV appearance, every radio interview, every news article, and every official update from the lab brings more attention - not just to the token, but to the research itself and the main issue: get the Lab their funding back. This is what makes OnlyMarms different. The narrative doesn't depend on price action, this is bigger than that. It evolves every time the world learns about the story. For the first time in a while, we have a narrative that I think can send a message and set a statement: Meme coins can do good, and Meme coins can have real-world impact. It is the first time in a while, that we see positive media reports on a meme coin. 🦫 Official M.A.D. Lab OnlyMarms page: 🌍 Community Website: Community Chat for raids and bagworking: Official Linktree: CA: HBrfYZgeLKdSvBBGnGkvAK4563pq8oBGpgNFAaespump Also we set up an official account where more marmot content will be posted: OnlyMarms

Miggl

106,610 görüntüleme • 2 ay önce

The next World Cup star is playing right now, and nobody is watching. The 2026 World Cup is on, and millions of kids are dreaming of one day playing for their own flag. But the path there is almost impossible: no consolidated data, too many games, not enough scouts, human bias, and wrong place, wrong time. Any one of them can bury a generational talent before a scout ever sees them. That is what we are building to fix. So we developed a full automated annotation + action spotting model where it actually matters: grassroots football. Shaky cameras, awful angles, terrible lighting. But now nothing on the market beats sn44's v2.0 model on it. Check the last GT line, it’s human annotations. Simply because miners' outputs + post-process = magic. Post-process is a deliberate design choice. We point miners at the hardest 80% of the workflow, the part that is genuinely difficult to fake, and handle the rest downstream. Fewer places to game the system means a network you can trust. Every single challenge on sn44 can be an independent startup now. Let that sink in.
0:15

The next World Cup star is playing right now, and nobody is watching. The 2026 World Cup is on, and millions of kids are dreaming of one day playing for their own flag. But the path there is almost impossible: no consolidated data, too many games, not enough scouts, human bias, and wrong place, wrong time. Any one of them can bury a generational talent before a scout ever sees them. That is what we are building to fix. So we developed a full automated annotation + action spotting model where it actually matters: grassroots football. Shaky cameras, awful angles, terrible lighting. But now nothing on the market beats sn44's v2.0 model on it. Check the last GT line, it’s human annotations. Simply because miners' outputs + post-process = magic. Post-process is a deliberate design choice. We point miners at the hardest 80% of the workflow, the part that is genuinely difficult to fake, and handle the rest downstream. Fewer places to game the system means a network you can trust. Every single challenge on sn44 can be an independent startup now. Let that sink in.

Score - Subnet 44

430,045 görüntüleme • 3 ay önce