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supervision just hit 40,000 GitHub stars! it now powers over 6.5k open-source computer vision projects, including all my demos like basketball AI link:

890,558 views • 3 months ago •via X (Twitter)

67 Comments

SkalskiP's profile picture
SkalskiP3 months ago

person of interest, one of my favorite TV series

giraffe's profile picture
giraffe3 months ago

@averageandy would be cool if you could use this to predict in the first few minutes of a game if a player is playing poorly or well compared to their baseline, then predict the outcome based on all players how they’re playing that day

SkalskiP's profile picture
SkalskiP3 months ago

@averageandy that is not a crazy idea

Carlos Barreto's profile picture
Carlos Barreto3 months ago

I know this is super usefull, but its also so cool to watch 😀 Congrats on that huge amount of stars 💪

SkalskiP's profile picture
SkalskiP3 months ago

thank you! we have a lot of new ideas around pose estimation and VLMs.

Carlos Barreto's profile picture
Carlos Barreto3 months ago

I'll be watching carefully 😀👀

Marco Franzon's profile picture
Marco Franzon3 months ago

It is a masterpiece in cv

SkalskiP's profile picture
SkalskiP3 months ago

we have so many new ideas lately; I feel we will get 50k soon

Marco Franzon's profile picture
Marco Franzon3 months ago

Github stars like a waterfall

buildooor's profile picture
buildooor3 months ago

i detected 41.1k stars

SkalskiP's profile picture
SkalskiP3 months ago

this is coool! what are you using / building?

Kevin Wood | Robotics & AI's profile picture
Kevin Wood | Robotics & AI3 months ago

Wow that’s amazing

SkalskiP's profile picture
SkalskiP3 months ago

thank yoooou!

Gregor's profile picture
Gregor3 months ago

curious how you're counting the 6.5k projects is that github dependency graph data or are you tracking it some other way?

SkalskiP's profile picture
SkalskiP3 months ago

yup, dependency graph. there is no other way to do it as far as I know.

SKX's profile picture
SKX3 months ago

@PINTO03091 i keep on seeing projects similar to super pinto like this. Im not very familiar with this area of work, is this the same thing that you are doing or do you take a different approach. it seems like your models scan more data in these videos.

SkalskiP's profile picture
SkalskiP3 months ago

@PINTO03091 I need to try integrationg @PINTO03091's models into supervision

Gen's profile picture
Gen3 months ago

for things like basketball is it sam3.1? live?

SkalskiP's profile picture
SkalskiP3 months ago

It is SAM3.1 combo with other model

Gen's profile picture
Gen3 months ago

Its nice but ive read on their benchmarks that they could do around 20fps for tracking 20 at the same time so it cant do live tracking of everything for live high res feeds no?

Duarte's profile picture
Duarte3 months ago

Man this looks so cool, makes me want to play around with the code immediately even though I’ve never worked with computer vision

SkalskiP's profile picture
SkalskiP3 months ago

you use coding agents?

Duarte's profile picture
Duarte3 months ago

Yup, thinking of a little proof of concept to build

SkalskiP's profile picture
SkalskiP3 months ago

I need to make this a lot more accessible to non-coders

Duarte's profile picture
Duarte3 months ago

I think my main issue will be finding source media. Any tips?

John Zabroski's profile picture
John Zabroski3 months ago

Are there any demoes of using it for test automation of web pages and executables?

SkalskiP's profile picture
SkalskiP3 months ago

I have not played with that usecase :/ sorry

John Zabroski's profile picture
John Zabroski3 months ago

going to give it a shot

arXiv Bangers's profile picture
arXiv Bangers3 months ago

Banger

AI Mastery Guide's profile picture
AI Mastery Guide3 months ago

40k stars and powering 6.5k projects is insane, computer vision finally has its go to open source library 🔥

Azul Lightbringer ⚡💡's profile picture
Azul Lightbringer ⚡💡3 months ago

Anybody know the actual repo for the basketball app?

SkalskiP's profile picture
SkalskiP3 months ago

Notebook sits here for now: Search: basketball. I need to move it at some point.

Azul Lightbringer ⚡💡's profile picture
Azul Lightbringer ⚡💡3 months ago

bro this is too sick thank you so much

evofuse's profile picture
evofuse3 months ago

@Scobleizer This is fantastic

Robert Dale Smith's profile picture
Robert Dale Smith3 months ago

I LOVE YOU!!

Brent's profile picture
Brent3 months ago

@Scobleizer That’s amazing !

Midas's profile picture
Midas3 months ago

This is dope

STIMMY TURNER's profile picture
STIMMY TURNER3 months ago

This is awesome!

SkalskiP's profile picture
SkalskiP3 months ago

thank you!

Mo's fav goat's profile picture
Mo's fav goat3 months ago

can this detect different faces?

SkalskiP's profile picture
SkalskiP3 months ago

nope, I'm not working on things like this

Mo's fav goat's profile picture
Mo's fav goat3 months ago

☹️

Uncommon Ephemera's profile picture
Uncommon Ephemera3 months ago

Are you the author?

SkalskiP's profile picture
SkalskiP3 months ago

I started it and I'm still top 1 contributor, but there are 150+ contributors.

Uncommon Ephemera's profile picture
Uncommon Ephemera3 months ago

I've got a stress test for your code. Can it detect the exact image frame in each of these scans of an old educational filmstrip? And if it can, I'd be curious to see if it can do faded ones, too:

Uncommon Ephemera's profile picture
Uncommon Ephemera3 months ago

I'm not a coder in any sense of the word so I feel like I would not be able to positively confirm whether or not it could if I tried. But if you or someone else could figure this out you would be helping a very underfunded and understaffed historical preservation project.

Dominic Colligan's profile picture
Dominic Colligan3 months ago

Incredibly impressive

SkalskiP's profile picture
SkalskiP3 months ago

thank you!

佛恩's profile picture
佛恩3 months ago

amazing job!

Saeed Anwar's profile picture
Saeed Anwar3 months ago

40k stars on a CV library is a real milestone. Curious how the community is using it outside of demos, especially in robotics pipelines where real-time constraints hit differently than batch inference.

duball's profile picture
duball3 months ago

Thank you for building it open source! After seeing this post went to try it and it is super cool

SkalskiP's profile picture
SkalskiP3 months ago

thank you, let me know what are you building

🎶's profile picture
🎶3 months ago

Cool

Chris Maye's profile picture
Chris Maye3 months ago

Does it do football?

SkalskiP's profile picture
SkalskiP3 months ago

it help you to do it; I made this football demo few years ago: it's a bit outdated. it could be a lot better now.

Chris Maye's profile picture
Chris Maye3 months ago

Real football 🤣 American Football

SkalskiP's profile picture
SkalskiP3 months ago

lol

fuτileτurtle 🐢's profile picture
fuτileτurtle 🐢3 months ago

@MaxScore

Sughu's profile picture
Sughu3 months ago

@Scobleizer How does it perform with industrial error detection (scratches etc)

SkalskiP's profile picture
SkalskiP3 months ago

@Scobleizer @roboflow (the company I work for) is computer vision provided for biiig manufacturing companies

TheAIPostman's profile picture
TheAIPostman3 months ago

Great to see

mide's profile picture
mide3 months ago

@0xbianc8

Izzat Raihan's profile picture
Izzat Raihan3 months ago

for the basketball player, how did you make it distinguish the player’s name? it’s awesome

SkalskiP's profile picture
SkalskiP3 months ago

long story hahaha; I have whole tutorial covering this project

kernel's profile picture
kernel3 months ago

@izzatraihan can this be applied to millions of people walking down the streets?

SkalskiP's profile picture
SkalskiP3 months ago

@izzatraihan not sure what's the question

Wakatobi Pulse's profile picture
Wakatobi Pulse3 months ago

40k stars is actually insane. huge congrats on that, man 🫡

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