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identity preservation

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Amap Tech
Amap Tech
May 8, 2025 · Artificial Intelligence

FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

FantasyTalking generates high-fidelity, coherent talking portraits from a single static image by employing a two-stage audio-visual alignment—global segment-level motion and frame-level lip refinement—combined with face-centric cross-attention for identity preservation and a motion-intensity module that lets users control expression and body movement, achieving superior realism, synchronization, and performance over prior methods.

Deep Learningaudio-visual alignmentidentity preservation
0 likes · 10 min read
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Feb 27, 2024 · Artificial Intelligence

InstantID: Zero-shot Identity-Preserving Generation in Seconds

InstantID, an open‑source tool released by Xiaohongshu in early 2024, generates multiple stylized portraits that preserve a person’s facial identity from a single reference photo in seconds, eliminating fine‑tuning, large storage needs, and multi‑image requirements while seamlessly working with popular diffusion models like Stable Diffusion 1.5 and SDXL.

AIInstantIDZero-shot
0 likes · 6 min read
InstantID: Zero-shot Identity-Preserving Generation in Seconds