Auto Video Editor is a local Python + FFmpeg tool that splits footage, recognizes scenes, assembles clips around your voiceover audio, checks for duplicates and exports with GPU batch encoding — built for TikTok, Douyin and Southeast-Asia e-commerce teams.
A complete pipeline: import → split → label → compose → dedup → preview → export.
Import a whole folder at once. Files are auto-classified into footage and voiceover by name and directory — no manual sorting.
Footage is split on real shot changes into genuine clips, each saved with a thumbnail and an independent duration.
Optional CLIP GPU recognition tags scenes and functions — hook, pain point, product, demo, ending and more.
Each voiceover group generates multiple random plans; the opening prefers the voiceover's own hook frame.
Pairwise comparison of clips, fingerprints and per-material usage across all plans, with an automatic retry engine.
NVENC/QSV/AMF encoding with transitions, random HSL and speech-rate, verified output and auto cache cleanup.
Human control stays where it matters — every stage can be reviewed and adjusted.
Select a folder; material is classified into footage and voiceover automatically.
Hooks are recognized and groups are built; the app waits for your confirmation.
Footage is split by shot change into real, thumbnail-backed clips.
Smart plans map scenes to the voiceover rhythm under strict duration rules.
Drag-and-drop timeline, transitions, preview and dedup reports.
GPU batch export with per-video random parameters and verified output.
Batch-assemble product showcase, pain-point, demo and ending frames around voiceover audio for dozens of videos at once.
Handles Chinese, Thai, Vietnamese and other content; visuals and audio stay independently adjustable and traceable.
Keep manual review and timeline editing rights while automation removes the repetitive, time-consuming work.
Runs fully locally — no cloud upload of your media.
Fully extract the package. Do not run it inside a ZIP archive.
Double-click 安装环境.cmd — the script installs whatever is missing based on your GPU.
Run 检查环境.cmd to confirm hardware encoding and the optional visual AI pass.
Double-click 启动定制化剪辑工具.cmd.
The app opens http://127.0.0.1:8765/ in your browser.
Drop your material folder in and let the pipeline assemble your videos.
Auto Video Editor runs entirely on your machine — your media never leaves your computer.
Start editing smarter