The model understands the scene in three dimensions, not... just as a flat layout, so objects settle into the space instead of overlapping or spilling out of frame.show more

🚀New paper out - We present Video-MSG (Multimodal Sketch... Guidance), a novel planning-based training-free guidance method for T2V models, improving control of spatial layout and object trajectories. 🔧 Key idea: • Generate a Video Sketch — a spatio-temporal plan with background, foreground, and motion in the pixel space. • Encode this structure directly into the latent space of the diffusion model during generation, which does not require fine-tuning or additional memory during inference. 🧵show more

A Tesseract is the 4D extension of a cube,... just as a cube is the 3D extension of a square. While we live in a three dimensional world, mathematics allows us to describe shapes that exist in higher dimensions.show more

GPT-6 Astra recreated our office in 3D from just... 6 low-quality photos. It figured out the layout, filled in the missing details, and built the space in Blender using the Higgsfield plugin. Explore the model below.show more

The problem with AI video: it rebuilds your scene... instead of finishing it. I built a workflow where that doesn't happen. GPT-6 Astra writes the geometry → Blender shapes the scene → Dreamina's Clay Renderer Plugin sends the clay model into Dreamina in one click → Seedance 2.5 renders the final look. My camera and layout come out exactly where I put them. Nothing drifts, nothing gets rebuilt. And with 2.5 and 2.0 priced the way they are, I can run five versions instead of betting on one. Try it yourself. #Dreamina #DreaminaPartnershow more

a Vietnamese AI engineer just built a real-time system... that counts objects moving down a conveyor belt. it runs on ultralytics' objectcounter. train a detector, define the region you care about, and it handles the rest. works for anything on a line, parts, packages, produce. the clever bit: instead of hand-labeling thousands of frames, he took a single frame, pre-annotated it with meta's segment anything (sam-2, built into ultralytics), and trained yolo11-nano on just that. one annotated frame, and it tracks objects accurately across the entire video.show more

Oftentimes the songs that are performed live are not... as lovely as the ones recorded in studios. The man of God, Nathaniel Bassey's live session was as incredible as a studio job plus more ... We were ushered into realms and dimensions! #PhanerooAt10show more

If you are living under a rock in the... ocean and have not heard of THE best cozy castle building game, you might just settle for Islands&Trains, instead 🤣 #indiegame #indiedevshow more

Reflections of mountains, water and sky fill the scene... as a Fuxing bullet train glides through the landscape. In Guangxi Zhuang autonomous region, egrets and high-speed rail share the same frame, turning a fleeting moment into a picture of harmony.show more

Describe the ending scene of the new Snow White... movie in three words or less 👇show more

So this is the coolest fight scene of the... year in a kdrama. That negative space was 🔥🔥🔥 #TeachYouALessonshow more

Get you an architect who understands MEP well enough... that they make models like this as part of the design process 💪 Leaving duct layout or system design to the subs to figure out during construction leads to substandard systems and butchered design!show more

Hundreds of residents filled the Broken Arrow, OK Planning... Commission chamber, with crowds lining the walls and spilling into overflow rooms, as public comment and a vote took place on whether to approve or deny the development of an Islamic temple in the Tulsa suburb.show more

"It creates the sense that the cartoon characters are... occupying a physical space rather than just existing inside a flat animated frame, and the result is something pretty fascinating to play." - Noisy Pixel Thank you for exploring the world of Mouseburg in MOUSE: P.I. For Hire! 🐭 Watch Noisy Pixel's full video:show more

Mikel Arteta after letting Man City overtake them and... getting knocked out of the Champions League all in the space of three days:show more

Bunch of dead animal carcasses spilling out of a... truck at the jubitz truck stop in Portlandshow more