Video yükleniyor...

Video Yüklenemedi

Ana Sayfaya Dön

In 2010, @KimAsendorf dropped a pixel-sorting algorithm on GitHub. Free. Artists ran with it. A visual language emerged. 15 years later, Complex at Goethe Institut Bangkok reframes it: a pixel isn’t just an image, it’s a person, a city, billions of lives slipping out of control

JustinGilanyi's profile picture

Justin Gilanyi

7,506 subscribers

12,494 görüntüleme • 2 ay önce •via X (Twitter)

LIVE

Anya Rossi• Live Now

Private livecam show

0 Yorum

Yorum bulunmuyor

Orijinal gönderinin yorumları burada görünecek

Benzer Videolar

GPT Image 2 is rolling out and... Wow. It just one-shot a grid of 100 completely unique pixel art items with meaningful labels in a single image. Prompt in the reply below 👇 More tests with pixel art and Image 2 to come. Follow for more.
0:31

GPT Image 2 is rolling out and... Wow. It just one-shot a grid of 100 completely unique pixel art items with meaningful labels in a single image. Prompt in the reply below 👇 More tests with pixel art and Image 2 to come. Follow for more.

proper

192,825 görüntüleme • 1 ay önce

City of 9 lives, a short featuring Pixel the cat. Made with Gen-4.
1:00

City of 9 lives, a short featuring Pixel the cat. Made with Gen-4.

Cristóbal Valenzuela

34,164 görüntüleme • 1 yıl önce

NEW VIDEO - Google Pixel 8A just dropped! …… and it’s just reminded us all how good of a deal Pixel 8 is Full video:
1:05

NEW VIDEO - Google Pixel 8A just dropped! …… and it’s just reminded us all how good of a deal Pixel 8 is Full video:

Marques Brownlee

1,340,287 görüntüleme • 2 yıl önce

🚀 New Paper: Pixel Reasoner 🧠🖼️ How can Vision-Language Models (VLMs) perform chain-of-thought reasoning within the image itself? We introduce Pixel Reasoner, the first open-source framework that enables VLMs to “think in pixel space” through curiosity-driven reinforcement learning. Current VLMs reason only in text — even when grounded in rich images or videos, their logical steps are verbalized in natural language. This restricts their ability to interrogate visual evidence and demonstrate how conclusions are drawn. 🔍 So we ask: What if we could make VLMs "show their work" by reasoning directly in the pixel space? Inspired by GPT-o3’s "think-in-image" ability, we propose a framework where VLMs use interactive visual operations — zoom, select-frame, highlight — to reason through complex visual inputs. To do this, we design a two-stage training process: Instruction tuning with synthesized visual reasoning traces. Reinforcement learning with curiosity-driven reward to balance exploration between pixel and text reasoning ✨ With this, Pixel Reasoner achieves near-SoTA performance on many information-rich multimodal benchmarks: 📊 84% on InfographicsVQA 🧠 84% on V* benchmark 🧩 74% on TallyQA-Complex It also achieves strong accuracy of 68% on MVBench (a video benchmark). Website: Paper: Code: Demo: (coming soon)
0:43

🚀 New Paper: Pixel Reasoner 🧠🖼️ How can Vision-Language Models (VLMs) perform chain-of-thought reasoning within the image itself? We introduce Pixel Reasoner, the first open-source framework that enables VLMs to “think in pixel space” through curiosity-driven reinforcement learning. Current VLMs reason only in text — even when grounded in rich images or videos, their logical steps are verbalized in natural language. This restricts their ability to interrogate visual evidence and demonstrate how conclusions are drawn. 🔍 So we ask: What if we could make VLMs "show their work" by reasoning directly in the pixel space? Inspired by GPT-o3’s "think-in-image" ability, we propose a framework where VLMs use interactive visual operations — zoom, select-frame, highlight — to reason through complex visual inputs. To do this, we design a two-stage training process: Instruction tuning with synthesized visual reasoning traces. Reinforcement learning with curiosity-driven reward to balance exploration between pixel and text reasoning ✨ With this, Pixel Reasoner achieves near-SoTA performance on many information-rich multimodal benchmarks: 📊 84% on InfographicsVQA 🧠 84% on V* benchmark 🧩 74% on TallyQA-Complex It also achieves strong accuracy of 68% on MVBench (a video benchmark). Website: Paper: Code: Demo: (coming soon)

Wenhu Chen

82,829 görüntüleme • 1 yıl önce

Two years ago I made myself a badge with one of those cool Sharp in-pixel memory LCDs and a MAX 10 FPGA just for the heck of it. Made a few others (with a MCU) as commissions since then :)
0:24

Two years ago I made myself a badge with one of those cool Sharp in-pixel memory LCDs and a MAX 10 FPGA just for the heck of it. Made a few others (with a MCU) as commissions since then :)

Furrtek

151,653 görüntüleme • 2 yıl önce

Got an image that should be pixel..y? Like a QR code? Make sure it *stays* pixely then. It's just a single CSS property away.
0:20

Got an image that should be pixel..y? Like a QR code? Make sure it *stays* pixely then. It's just a single CSS property away.

Frontend Masters 💻✨

61,064 görüntüleme • 1 yıl önce

Google just dropped one of the most unique and creative ads that I’ve ever seen - right on the front page of an Indian newspaper - to promote their Pixel 9 phones. Just gave a look at how cool it is! #GooglePixel9
0:33

Google just dropped one of the most unique and creative ads that I’ve ever seen - right on the front page of an Indian newspaper - to promote their Pixel 9 phones. Just gave a look at how cool it is! #GooglePixel9

sid

43,606 görüntüleme • 1 yıl önce

GPT4-V can describe the location via text, but can’t accurately output the coordinate of each word. Introducing: Pixel Aligned Language Models. It generates image captions along with the aligned pixel coordinates of the image. (1/n
1:34

GPT4-V can describe the location via text, but can’t accurately output the coordinate of each word. Introducing: Pixel Aligned Language Models. It generates image captions along with the aligned pixel coordinates of the image. (1/n

Jiarui Xu

65,060 görüntüleme • 2 yıl önce

Octo-Bouncer. Highly precise stepper motor driving with a Teensy 4.0 and custom pulse generating algorithm and PC based image processing with the goal of getting a machine to juggle a ping pong ball. [📍 bookmark for later to give it a try!] GitHub: ——- Weekly robotics and AI insights. Subscribe free:
4:58

Octo-Bouncer. Highly precise stepper motor driving with a Teensy 4.0 and custom pulse generating algorithm and PC based image processing with the goal of getting a machine to juggle a ping pong ball. [📍 bookmark for later to give it a try!] GitHub: ——- Weekly robotics and AI insights. Subscribe free:

Ilir Aliu

69,824 görüntüleme • 3 ay önce

This is it! After 9 years of work, Pixel Art Academy finally got released also on Steam! If you ever wanted to learn pixel art, now you can do it in a video game as well:
1:10

This is it! After 9 years of work, Pixel Art Academy finally got released also on Steam! If you ever wanted to learn pixel art, now you can do it in a video game as well:

Retro 🎨🕹️🎮 Pixel Art Academy

153,966 görüntüleme • 1 yıl önce

The atomic unit of digital art is the pixel.
0:30

The atomic unit of digital art is the pixel.

KiM ASENDORF

13,377 görüntüleme • 1 yıl önce

Working on drawing my the next town for Lair, pixel by pixel. It might not look like it from the zoomed out pictures but there is a lot of detail and these take a really long time.
0:48

Working on drawing my the next town for Lair, pixel by pixel. It might not look like it from the zoomed out pictures but there is a lot of detail and these take a really long time.

David - Nostalgic Realms - Lair of the Leviathan

11,645 görüntüleme • 10 ay önce

An image is nothing but a matrix of pixel values. Sending a photo through a pasta machine twice to obtain 4 understandable images from it, visualizing at the same time the principle on which Convolutional Neural Networks operate [📹 Kensuke Koike]
0:43

An image is nothing but a matrix of pixel values. Sending a photo through a pasta machine twice to obtain 4 understandable images from it, visualizing at the same time the principle on which Convolutional Neural Networks operate [📹 Kensuke Koike]

Massimo

1,607,900 görüntüleme • 2 yıl önce

alright here's another fun project i've been working on: clean4x, a pixel art upscaling algorithm for rotation. this is an idea i've had for many years, i wrote more about it here:
0:24

alright here's another fun project i've been working on: clean4x, a pixel art upscaling algorithm for rotation. this is an idea i've had for many years, i wrote more about it here:

torcado

228,376 görüntüleme • 3 yıl önce

This child predator abused victims across Asia & posted 100s of swirled-face photos online, believing the distortion made him untraceable. 🌀😱 A German forensic expert identified the swirl as a reversible math algorithm & painstakingly de-swirled the images pixel-by-pixel to reveal his face. Public release of the reconstructed image identified him as an English teacher in Korea. He fled to Thailand, but was arrested weeks later.
1:07

This child predator abused victims across Asia & posted 100s of swirled-face photos online, believing the distortion made him untraceable. 🌀😱 A German forensic expert identified the swirl as a reversible math algorithm & painstakingly de-swirled the images pixel-by-pixel to reveal his face. Public release of the reconstructed image identified him as an English teacher in Korea. He fled to Thailand, but was arrested weeks later.

End3of6Days9 (Helen) 🇺🇸

202,079 görüntüleme • 3 ay önce

An ex-Tudor quant PM just sat down for 76 minutes and explained what's happened to the industry over the last 15 years. His main claim: there hasn't been a single new idea in trading in 15 years. Every algorithm and strategy moving billions through Wall Street today is a repackaging of something that already existed in 2010.
1:14:41

An ex-Tudor quant PM just sat down for 76 minutes and explained what's happened to the industry over the last 15 years. His main claim: there hasn't been a single new idea in trading in 15 years. Every algorithm and strategy moving billions through Wall Street today is a repackaging of something that already existed in 2010.

zostaff

13,637 görüntüleme • 14 gün önce

just a pixel in space
0:48

just a pixel in space

pale kirill

99,154 görüntüleme • 2 ay önce

just a pixel in space
0:48

just a pixel in space

pale kirill

71,690 görüntüleme • 4 gün önce

Take a look at Easymetric, an Aseprite plug-in by Oroshibu that makes creating isometric pixel art easy, giving the feel of 3D modeling inside a 2D tool. Check out what else it can do:
0:43

Take a look at Easymetric, an Aseprite plug-in by Oroshibu that makes creating isometric pixel art easy, giving the feel of 3D modeling inside a 2D tool. Check out what else it can do:

80 LEVEL

247,467 görüntüleme • 11 ay önce

🆕 Anthropic's Claude Opus 4.8 is now generally available and rolling out in GitHub Copilot. Early testing shows: • It demonstrates a clear step forward in code understanding and generation across a range of real-world coding tasks. • It handles complex problem-solving and large-codebase navigation with notable improvement to previous versions. Try it out in Visual Studio Code or Copilot CLI.
0:44

🆕 Anthropic's Claude Opus 4.8 is now generally available and rolling out in GitHub Copilot. Early testing shows: • It demonstrates a clear step forward in code understanding and generation across a range of real-world coding tasks. • It handles complex problem-solving and large-codebase navigation with notable improvement to previous versions. Try it out in Visual Studio Code or Copilot CLI.

GitHub

206,258 görüntüleme • 12 gün önce