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- Dictionaryimpersonator/ɪmˈpəːsəneɪtə/
noun
- 1. a person who pretends to be someone else for entertainment or fraud: "a well-known Elvis impersonator"
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- It is an extension of our previous ICCV project impersonator, and it has a more powerful ability in generalization and produces higher-resolution results (512 x 512, 1024 x 1024) than the previous ICCV version.
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Impersonator++. This project is the core algorithm for human motion imitation,appearance transfer, and novel view synthesis. Learn More.
Impersonator++ is a human motion imitation library with state-of-the-art image synthesis within a unified framework, which means if the model once trained it can be used to handle all these tasks.
According to the researchers, the Impersonator++ framework tackles human image synthesis, including human motion imitation, appearance transfer, and novel view synthesis. With the gaining prominence of adversarial methods, researchers around the globe have been working on human image synthesis.
- Overview
- Installation
- Run demos
Update News
•15/04/2021, iPERCore-0.2.0, including
•Add Training
•Add Novel View Synthesis
•Add Motion Imitation with bullet-time effects
•Add Motion Imitation with multi-view outputs
See more details, including system dependencies, python requirements and setups in install.md. Please follows the instructions in install.md to install this firstly.
Notice that imags_size=512 need at least 9.8GB GPU memory. if you are using a middle-level GPU(e.g. RTX 2060), you should change the image_size to 384 or 256. The following table can be used as a reference:
1. Run on Google Colab 2. Run with Console (scripts) mode
See scripts_runner for more details.
We tackle human image synthesis, including human motion imitation, appearance transfer, and novel view synthesis, within a unified framework. It means that the model, once being trained, can be used to handle all these tasks.
It is an extension of our previous ICCV project impersonator , and it has a more powerful ability in generalization and produces higher-resolution results (512 x 512, 1024 x 1024) than the previous ICCV version. Colab Notebook. Released (Windows) Paper. Website.
Impersonator. PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis. Please clone the newest codes. [paper] [website] [Supplemental Material] [Dataset] Update News.
