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🏃‍♂️ Great tips on a run cycle loop from Sony Senior Anim Chalermphol Wattanawongtrakool! Feel that rhythm! Source: #agorastudio #framebyframe #animation #animator #reference #resource

205,787 görüntüleme • 1 yıl önce •via X (Twitter)

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🇨🇳 Another great Chinese Model, OmniHuman-1.5 from ByteDance Turns 1 image plus a voice track into expressive avatar video by pairing a System 1 and System 2 inspired planner with a Diffusion Transformer, Produces coherent motion for over 1 minute with moving camera and multi character scenes. Most avatar models move to the beat of the audio but miss meaning, so gestures feel generic and emotions feel shallow. The fix here is a Multimodal LLM planner that listens to the speech and drafts a structured plan describing intent, emotions, beats, and high level actions, which gives the motion engine clear semantic targets instead of only rhythm. The motion engine is a Multimodal Diffusion Transformer that fuses the plan with audio, the single reference image, and optional text prompts, then synthesizes continuous body, face, and head motion that matches both words and tone. A key trick is a Pseudo Last Frame, a synthetic target that summarizes the next expected state, which stabilizes fusion across modalities and keeps motion consistent over long spans. From just 1 image and speech, the system outputs speaking avatars with synchronized lips, context aware gestures, and continuous camera movement, and it also supports multi character interactions without manual choreography. Reported results show strong lip sync accuracy, high video quality, natural motion, and close match to text prompts, and the same setup works on nonhuman characters too.

Rohan Paul

63,859 görüntüleme • 11 ay önce

[Throwback] Kobayashi Arata,a professional dancer, give detailed abt taehyung’s dance abilities on Fire and Dynamite 👤Whenever I see Taetae dance, I got the impression that he is a groove-type dancer. He has good detail and dances like he is riding the music. I like dances that convey the dancer's own vibe that only they have, and Taetae's dance is like that. His neck's trajectory is continuously moving back and forth. It's a professional's technique. His dance is very professional. It's very difficult to grab the rhythm in a simple way, but Taetae has a very good sense for that. Even when he isn't moving, the texture of his dance movements are very exquisite.The way he dances to his heart's content is wonderfully cool. The way he feels the sound (music) is expressed through the movement of his neck. The way he burns his feelings into the music is at a very professional level. One more thing to mention, the way he approaches a certain melody is always very outstanding and beautiful. You can see his great sense for dancing in his ad-libs, besides the set choreography. The neck is the part of the body that can express rhythm, so it especially requires skill. Taetae uses his neck extremely well. People at a high level of dancing can draw a hot response from just moving their neck a little. A great dancer knows that just a simple neck movement can look really cool. 1 speculate that Taetae is a dancer who knows this. The way he paces himself is no joke. The reason he can comfortably maintain the rhythm with his whole body is because he properly feels the music inside his body His dance has a mature charm. It's something different than the brilliance and dynamism that can be seen from the outside. From an angle that surpasses all that, he expresses how he perceives the beauty of the dance. He is the type that enthralls others by actually enjoying the music himself. He is like a miso soup made by a first-class chef. It doesn't make sense how smooth he is. (All of his movements are very smooth.) People, who enjoy music itself in the first place, look cool with the way they ride the rhythm. He dances as if he has surrendered himself to the sound (music), and as if he is submerged in the music. He is able to feel the rhythm with his whole body. Taetae's hidden details, in which he accomplishes things like they're nothing, make my heart beat. It's a difficult thing to do. You can't do this just by learning it. He has a good sense for dancing. The way he dances is very smart. In conclusion, Taetae is at an extremely high level of dance. From the little details that are hard to catch at first glance, to his dance skills that read the music, making it feel like a "professional dance" style and feel, can all be seen in the ad-libs as well. These parts all depend on the individual's sense for dance. What can be seen from here is that Taetae has a good sense of understanding and feeling sound(music), and i really want to become someone like that too. 28min video: trans cr: KTHbase/KTH_FanBase

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46,199 görüntüleme • 1 yıl önce

Big win for open-source LLMs! DeepSeek V4 Pro holds the top open-weights score on SWE-bench Verified, in the GPT-5.5 range. GLM 5.2 leads the open-weight intelligence index and sits near the closed frontier on long-horizon coding. But this leaderboard number is a weak proxy for real performance. It comes from one task set, run through one harness, served at one precision. The same weights can even score differently across providers, since many hosts quantize activations to fp8 and drift the model off its reference weights. Real performance is determined based on whether a model can read a repo, make coordinated edits across files, run the tests, and recover when one breaks. By that measure, the top open models hold up, but only inside the right harness. The teams that actually put DeepSeek V4 into production pipelines as a frontier substitute got there through the harness they built around the model, not by picking a stronger model. If you want to see this in practice, Cline (64k+ stars) has actually built that harness around open models, tuned so they run at production quality. And it's tuned so that these LLMs can run at production quality, with plan and act modes, checkpoints, and terminal feedback. ClinePass is the new access layer on top of it. It runs a curated set of those models inside Cline, narrowed to the ones tested for coding-agent use, with 2 to 5x the standard rate limits and no separate provider accounts, keys, or billing to track. The video below shows the setup, and I worked with the team to put this together. It runs alongside custom keys and local models as well, not in place of them.

Avi Chawla

44,124 görüntüleme • 1 ay önce

Made with GPT-Image-2 + Seedance 2.0 by Yapper Full prompt below: "Create a 15-second stylized 3D animated cooking comedy with playful Eastern martial-arts cooking energy. Use the uploaded character sheet as the fixed visual reference for BAOBAO and the senior chef. Keep both characters consistent throughout the video, including their faces, proportions, outfits, colors, signature props, and warm cute design style. Scene: A cozy Chinese restaurant kitchen with one clear wooden prep table in the center. The background includes bamboo steamers, simple red lanterns, warm wooden shelves, ceramic bowls, chopsticks, soft steam, flour dust, and golden restaurant lighting. The background should feel rich and warm, but not crowded. Keep the two characters as the main focus. Characters: BAOBAO is a cute small chef, hardworking and expressive. The senior chef is round, cheerful, sleepy, lazy, and lovable. Story: BAOBAO works very hard to make perfect xiaolongbao. The senior chef pretends to supervise, but slowly gets sleepy. When BAOBAO finishes a beautiful basket of xiaolongbao, the senior chef cannot resist the smell and secretly eats one. BAOBAO catches him. Instead of getting angry, BAOBAO uses playful martial-arts-style cooking footwork to protect the remaining dumplings. The moment becomes a funny cooking performance. In the end, the senior chef admits the dumplings are delicious and proudly approves BAOBAO. Timeline: 0-3s: Medium full-body shot inside the warm Chinese restaurant kitchen. BAOBAO stands at the central wooden prep table, focused and hardworking, rolling dough and folding xiaolongbao with small precise hand movements. Flour floats in the golden light. The senior chef sits nearby, pretending to supervise, but slowly becomes sleepy while holding chopsticks. 3-5s: BAOBAO speeds up with graceful training-style cooking movements, folding dumplings neatly one after another with rhythmic fingertip taps. The senior chef opens one eye, impressed, then lazily leans back again as if pretending not to care. 5-7s: BAOBAO proudly opens the bamboo steamer to reveal a basket of perfect xiaolongbao. Warm steam rises in soft ribbons. BAOBAO turns away briefly to wipe flour from his hands. The senior chef suddenly wakes up, eyes bright, attracted by the smell. 7-9s: The senior chef quietly reaches in with chopsticks, takes one xiaolongbao, and eats it quickly. BAOBAO turns back and freezes in surprise. The senior chef freezes too, cheeks full, trying to look innocent. Hold this funny pause for clear comedy timing. 9-12s: The senior chef slowly reaches toward the steamer again for a second dumpling. BAOBAO quickly slides in front of the basket with playful training-style footwork. He spins the bamboo steamer lid in a smooth circular cooking flourish and gently covers the basket. The senior chef reaches left and right comically, but BAOBAO blocks him each time with the lid and a proud little stance. 12-15s: The senior chef stops, laughs warmly, and gives BAOBAO a big thumbs-up. BAOBAO blushes proudly. The senior chef pats the table beside the steamer in approval. BAOBAO presents the bamboo steamer toward the camera. Both characters smile together in a warm heroic final pose as soft steam curls around them. Visual style: Premium stylized 3D animated family-film quality, expressive cartoon face acting, warm cinematic Chinese restaurant lighting, polished bamboo textures, soft flour particles, gentle steam ribbon effects, cozy restaurant atmosphere. Camera: Smooth cinematic camera, mostly medium full-body shots. Keep BAOBAO, the senior chef, the wooden table, bamboo steamer, dumplings, chopsticks, hands, feet, and facial expressions clearly visible. Use a gentle push-in during the secret dumpling eating moment. Use a small controlled camera move during BAOBAO's steamer-lid cooking flourish. End with a warm final hero shot. Motion style: Playful martial-arts cooking choreography, rhythmic hand movements, cute comedy timing, smooth readable animation, expressive body acting, energetic but gentle. Audio: Cheerful Eastern cooking rhythm with light drums, wooden percussion, bamboo flute melody, rolling dough sounds, fingertip folding taps, steamer lid sound, steam whoosh, chopstick tap, funny pause beat when the senior chef is caught, warm triumphant ending music. No lyrics."

Zar⭕on

10,472 görüntüleme • 2 ay önce