RobustVideoMatting
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML
GraphCanon updated Sep 21, 2026 · GitHub synced Sep 21, 2026
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Decision brief
RobustVideoMatting is a deep-learning-based video matting tool using recurrent neural networks for real-time processing on videos with temporal memory.
Good fit when
- When working with human video matting that requires high frames per second, as it can achieve 4K 76FPS and HD 104FPS on Nvidia GTX 1080 Ti GPU.
- For applications needing real-time processing without the requirement for additional inputs beyond the video itself.
Avoid when
- If you require matting capabilities that do not focus on human-like targets, as RVM is specifically designed with this in mind.
- In scenarios where a model smaller than the MobileNetv3 or ResNet50 options provided by the tool cannot be used due to memory constraints or speed requirements.
- Hosting:
- self hosted
- Pricing:
- freemium - The tool is freely available under GPL-3.0, with no associated costs.
- Requirements:
- A relevant inference framework such as PyTorch or TensorFlow must be installed.; The tool requires a GPU for optimal performance, particularly for handling high-resolution videos.
Observed Jul 17, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Dormant (901d since push)
- As of Sep 21, 2026
- Provenance
- Not a fork · Personal account
- As of Sep 21, 2026
- Security (OSV)
- No lockfile
- As of Jul 11, 2026
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install RobustVideoMattingSimilar tools
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Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Video matting using recurrent neural networks for temporal guidance processing videos in real time.
Capability facts
- Languages
- python
Source: github.language · Sep 21, 2026
Categories
Tags
README
Robust Video Matting (RVM) <p align="center" English <a href="README zh Hans.md" 中文</a </p Official repository for the paper Robust High Resolution Video Matting with Temporal Guidance. RVM is specifically designed for robust human video matting. Unlike existing neural models tha...
For agents
This page has a .md twin and JSON over the API.