文本创作

- Accuracy metrics (WER, NER) - User testing with disabled users - Compliance audits -…

- Plain language rewriting - Content segmentation - Visual aids and summaries - Pacing…

- Sign language generation (avatars) - Picture-in-picture placement - Regional variants…

- Visual content analysis - Description writing (LLM-assisted) - Timing in gaps -…

- Translation quality (neural MT, LLM-assisted) - Cultural adaptation - Reading speed…

- ASR (Whisper, Google, Azure, AWS) - Speaker identification - Sound effects and music…

AI视频无障碍,自动生成字幕、音频描述和手语。

- Automated actions (remove, age-restrict, demonetize) - User notification and appeal -…

- Triage queue prioritization - Reviewer tools and workflow - Inter-rater reliability…

- Title and description analysis - Comments moderation - Hashtag analysis - User…

- Speech-to-text (Whisper, Wav2Vec) - Toxicity detection - Music and copyright -…

- Violence detection (YOLO, SlowFast) - Nudity and explicit content (NudeNet, body pose)…

- Pre-upload hashing (PhotoDNA, VideoDNA) - Real-time frame sampling - Multi-modal…

- Content policies (violence, nudity, hate, spam, misinformation) - Severity tiers and…

AI视频分析和内容审核,自动识别视频中的不当内容。

- Asset organization (USD, .fbx) - Naming conventions - Source control (Perforce, Git…

- Terrain generation (Gaea, World Creator + AI) - Foliage and scatter - Sky and cloud…

- Particle texture generation - Simulation acceleration (AI) - Procedural effects with…

- Motion capture cleanup (AI-assisted) - Motion synthesis (DeepMimic, MuMo) -…

- Metahuman and Character Creator - AI-generated morph targets - Texture and material…

- Image-to-3D (Luma AI, Tripo3D, CSM) - NeRF and Gaussian Splatting - Topology…

- Stable Diffusion with ControlNet - PBR texture sets (albedo, normal, roughness,…

生成式视频游戏资产,使用AI为游戏生成纹理、模型和动画。

- Encoding cost optimization - Live event scaling - Monitoring and alerting - Disaster…