Depth Video Studio

Depth Video Studio — Local AI Video Depth Map Generator

Original video
No video
Selected: 0.0s – 0.0s · 0.0s · 0 frames
File—SourceNo source selected
Depth videoWaiting
Live conversion previewReal depth frames appear here.
Checking this browser
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Output—Frames—Duration—

Private by design

Your footage never leaves the browser

The complete media pipeline runs locally. There is no upload endpoint, account, or database.

Local media pipelineVideo bytes, filenames, thumbnails, and metadata are not sent to us.
First run needs a connectionThe browser downloads the selected model from Hugging Face and caches it for later sessions. Model size varies by preset.
Lossy video outputThe audio-free result uses your selected frame rate and size, encoded as H.264 MP4 or VP9/VP8 WebM.

Workflow

From source clip to depth pass

Choose the model and output controls that fit the clip and the available hardware.

  1. 01

    Choose a short clip

    Select a decodable MP4 or WebM up to 60 seconds and 200 MB.

  2. 02

    Generate locally

    The selected Depth Anything V2 model runs through WebGPU or WASM while real depth frames appear in the preview.

  3. 03

    Review and download

    Play both videos together, seek in sync, then download the audio-free MP4 or WebM.

Production use

A clean depth pass for AI comics and motion workflows

Use the grayscale result as spatial guidance for parallax, relighting, compositing, or AI manhua scene preparation. Always review edges and fast motion before production use.

Desktop Chrome / Edge · WebGPU or WASMMP4 or WebM in · MP4 or WebM out

FAQ

Before you process a clip

Limits, network behavior, output quality, and browser support for this local MVP.

Does my video get uploaded?

No. Decode, depth estimation, preview, and encoding happen in your browser. The site has no media upload API.

Why does the first run need internet access?

The selected model is downloaded from Hugging Face. Browser cache normally avoids downloading it again.

What files can I use?

Use a genuinely decodable MP4 or WebM up to 60 seconds, 200 MB, and 1920×1080-equivalent pixels. A renamed extension is not enough.

Why is the output different from the source?

The depth result is a lossy, audio-free MP4 or WebM at your selected frame rate and size. It is an AI estimate, not measured geometry.

Which browsers work?

The MVP targets current desktop Chrome and Edge with WebGPU or WASM, WebCodecs, and H.264, VP9, or VP8 encoding. Mobile conversion is disabled.