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The Vision Encoder: Our Secret Weapon 🔥 An ultra-accurate vision encoder plate, combined with 5μm-resolution optical feedback, calibrates the H2D’s motion system to achieve consistent 50μm accuracy across the entire build plate. #BambuH2D

21,379 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.

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🎉 THREE YEARS OF SYNTHTOPIA 🎉 🚀 MINTING AUGUST 6, 2026 Exclusively on Crovia Crovia | @cronos_chain ⚡️ SYNTHTOPIA: THE SYNTHS Created to commemorate the third anniversary of SYNTHTOPIA, THE SYNTHS is a collection of 313 Digital Designer Collectibles featuring 313 original characters, archetypes, creatures, legends, and artifacts from across the expanding SYNTHTOPIA universe. Three years ago, SYNTHTOPIA began with a vision: an AI-powered entertainment ecosystem where creators, collectors, and communities could build together. This week, we celebrate that journey with our official Three-Year Anniversary release. More than a collectible. Every SYNTH is a persistent digital identity designed to evolve across the entire SYNTHTOPIA ecosystem. ⚡️ UTILITIES 🎨 Creator IP Rights ⚡️ 1,000 SYNTHARENA Energy with every mint 🏆 Permanent Three-Year Anniversary Recognition in the SYNTHARENA Honorary Section 💰 12,121 CRO hidden throughout the collection 🏟 21,212 CRO committed to future SYNTHARENA tournament rewards 🎁 313 hidden SYNTHTOPIA 1/1 collectibles via the Synthesis Rewards Engine from Crypto.com NFT 🧬 $BIOSYNTH Loyalty Points 🪂 Exclusive airdrops, rewards & community activations 🌌 Designed to evolve across Games, Music, Film & Lore To everyone who has collected, created, collaborated, and believed in this vision over the past three years, thank you. This anniversary celebrates not only how far we’ve come, but everything we’re still building together. The universe expands. 🌀 🌐 #SYNTHTOPIA #TheSynths #SYNTHARENA #CroFam #Cronos

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