Depth Anything Video
Depth Anything Video: Consistent depth from any video.
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Depth Anything Video is a model that estimates depth from a single video, producing a smooth, frame-by-frame depth map. Unlike single-image depth models, it ensures that depth values remain stable across frames, avoiding flicker or jumps.
Use it when you need to add realistic 3D effects, such as parallax, fog, or object insertion that respects scene geometry. It works with any video content, including handheld footage, animations, or slow-motion clips.
What makes it distinctive is its ability to handle arbitrary video lengths and resolutions while maintaining temporal coherence. It requires no calibration or depth sensors, making it ideal for creative workflows where depth information is needed quickly.
- Adding 3D parallax effects to video
- Creating depth-based fog or atmosphere
- Inserting 3D objects that match scene geometry
- Generating depth maps for VFX compositing
- Enhancing 2D video with pseudo-3D depth cues
Depth maps stay stable across frames, avoiding flicker.
Works with handheld, cinematic, or animated footage.
Estimates depth from standard 2D video alone.
- Use shorter clips (under 30 seconds) for faster results.
- Avoid heavy compression artifacts for best depth quality.
- Combine with a depth-based blur for realistic bokeh effects.
- Test on a few frames before processing the full video.
- May struggle with extreme motion blur or fast cuts.
- Depth accuracy decreases in low-light or uniform scenes.
- Long videos require more processing time and memory.
Depth map for a first-person walk through a forest with sunlight filtering through trees.
Temporally consistent depth for a timelapse of a busy city intersection at night.
Depth estimation for a slow underwater video of a coral reef with fish swimming.
Random seed for reproducible depth estimation.
Number of processing steps; more steps improve quality but take longer.
Length of video to process, in seconds.
Controls how closely depth follows the input video; higher values reduce artifacts.
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Does it work on any video format?
Yes, it accepts common video formats like MP4, MOV, and AVI.
Can I use it for real-time applications?
No, it is designed for offline batch processing, not real-time.
Will it preserve the original video quality?
Yes, the output depth maps do not alter the original video frames.