视频创作

从剧本创作到电影节投递的独立短片电影全流程制作指南。

- Cut decision lists (EDL, XML) - Proxies and renders - Social platform variants -…

- Inline suggestions (non-intrusive) - One-click accept/reject - Learning from editor's…

- LLM for narrative suggestions - Vision models for shot analysis - Audio models for…

- Silence removal (um, ah, gaps) - Repetition removal - Best take selection - Stable…

- Rough cut generation - Multi-cam sync and switch suggestions - Color match across…

- Highlight detection (action, laughter, key moments) - Pacing and rhythm suggestions -…

AI视频编辑助手,自动分析素材并建议剪辑点。

- Volume processing pipeline - Live captioning - Cost and resource planning - Vendor…

- 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…

- 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…

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

- 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…