EnglishFrenchSpanish

OnWorks favicon

Robust Video Matting (RVM) download for Linux

Free download Robust Video Matting (RVM) Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Robust Video Matting (RVM) whose latest release can be downloaded as rvm_resnet50_tf.zip. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named Robust Video Matting (RVM) with OnWorks for free.

Follow these instructions in order to run this app:

- 1. Downloaded this application in your PC.

- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 3. Upload this application in such filemanager.

- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.

- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 6. Download the application, install it and run it.

SCREENSHOTS

Ad


Robust Video Matting (RVM)


DESCRIPTION

We introduce a robust, real-time, high-resolution human video matting method that achieves new state-of-the-art performance. Our method is much lighter than previous approaches and can process 4K at 76 FPS and HD at 104 FPS on an Nvidia GTX 1080Ti GPU. Unlike most existing methods that perform video matting frame-by-frame as independent images, our method uses a recurrent architecture to exploit temporal information in videos and achieves significant improvements in temporal coherence and matting quality. Furthermore, we propose a novel training strategy that enforces our network on both matting and segmentation objectives. This significantly improves our model's robustness. Our method does not require any auxiliary inputs such as a trimap or a pre-captured background image, so it can be widely applied to existing human matting applications. RVM is specifically designed for robust human video matting.



Features

  • RVM is specifically designed for robust human video matting
  • RVM uses a recurrent neural network to process videos with temporal memory
  • RVM can perform matting in real-time on any videos without additional inputs
  • It achieves 4K 76FPS and HD 104FPS on an Nvidia GTX 1080 Ti GPU
  • Our model is available in PyTorch, TorchScript, ONNX, TensorFlow, and TensorFlow.js
  • Our model learns to reconstruct the background and keep track of the motion history


Programming Language

Python


Categories

Video Editing

This is an application that can also be fetched from https://sourceforge.net/projects/robust-video-matting.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


Free Servers & Workstations

Download Windows & Linux apps

  • 1
    Osu!
    Osu!
    Osu! is a simple rhythm game with a well
    thought out learning curve for players
    of all skill levels. One of the great
    aspects of Osu! is that it is
    community-dr...
    Download Osu!
  • 2
    LIBPNG: PNG reference library
    LIBPNG: PNG reference library
    Reference library for supporting the
    Portable Network Graphics (PNG) format.
    Audience: Developers. Programming
    Language: C. This is an application that
    can also...
    Download LIBPNG: PNG reference library
  • 3
    Metal detector based on  RP2040
    Metal detector based on RP2040
    Based on Raspberry Pi Pico board, this
    metal detector is included in pulse
    induction metal detectors category, with
    well known advantages and disadvantages.
    RP...
    Download Metal detector based on RP2040
  • 4
    PAC Manager
    PAC Manager
    PAC is a Perl/GTK replacement for
    SecureCRT/Putty/etc (linux
    ssh/telnet/... gui)... It provides a GUI
    to configure connections: users,
    passwords, EXPECT regula...
    Download PAC Manager
  • 5
    GeoServer
    GeoServer
    GeoServer is an open-source software
    server written in Java that allows users
    to share and edit geospatial data.
    Designed for interoperability, it
    publishes da...
    Download GeoServer
  • 6
    Firefly III
    Firefly III
    A free and open-source personal finance
    manager. Firefly III features a
    double-entry bookkeeping system. You can
    quickly enter and organize your
    transactions i...
    Download Firefly III
  • More »

Linux commands

Ad