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ArcFace backbone → 512-D embedding → transformer-based alignment → StyleGAN2 fusion.
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Temporal stabiliser: LSTM looks across 7-frame window → reduces flicker from 18 % to <1 % (measured via FID on 10 k test frames).
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Export: H.264 + 16-bit PNG alpha for compositors; 4K @ 60 fps on RTX-4090 node in 2.3 × real-time.
Consent Layer = Code, Not Checkbox
Both subjects record a 3-second liveness video; embeddings are hashed with BLAKE2b, stored in an immutable ledger (Hyperledger Fabric). No human ever sees the raw footage—system only compares hashes.
Both subjects record a 3-second liveness video; embeddings are hashed with BLAKE2b, stored in an immutable ledger (Hyperledger Fabric). No human ever sees the raw footage—system only compares hashes.
Pricing That Scales
First render each day is free (AWS spot instances). After that: $0.99 per 60 s of source footage—cheaper than a coffee, faster than a render farm quote.
First render each day is free (AWS spot instances). After that: $0.99 per 60 s of source footage—cheaper than a coffee, faster than a render farm quote.
Integrations
Direct plug-in for DaVinci Resolve and an After Effects panel dropping next quarter. Until then, CLI or web UI → https://www.probface.com
Direct plug-in for DaVinci Resolve and an After Effects panel dropping next quarter. Until then, CLI or web UI → https://www.probface.com
ArcFace 主干网 → 512 维嵌入 → 基于 Transformer 的对齐 → StyleGAN2 融合。
时间稳定器：LSTM 观察 7 帧窗口 → 将闪烁从 18% 降低到 <1%（通过对 1 万帧测试帧进行 FID 测量）。
导出：H.264 + 16 位 PNG alpha 通道，供合成器使用；在 RTX-4090 节点上以 2.3 倍实时速度实现 4K @ 60 fps。
同意层 = 代码，而非复选框
两位受试者录制一段 3 秒的活体检测视频；嵌入使用 BLAKE2b 进行哈希处理，并存储在不可变账本（Hyperledger Fabric）中。任何人都看不到原始视频素材——系统仅比较哈希值。
可扩展的定价
每日首次渲染免费（AWS 竞价型实例）。之后：每 60 秒源素材 0.99 美元——比一杯咖啡还便宜，比渲染农场报价还快。
集成
DaVinci Resolve 的直接插件和 After Effects 面板将于下个季度推出。在此之前，您可以通过命令行界面 (CLI) 或网页界面 (Web UI) 使用 → https://www.probface.com
本文来自投稿，不代表独立开发前线立场，如若转载，请注明出处：https://91wink.com/probface-hollywood-face-swap-at-consumer-cost-and-ethical-guardrails-model-architecture/
