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Official Implementation of Coherent Image Animation using Spatial Temporal Correspondence (TMM)

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config
config
 
 
correlation_package
correlation_package
 
 
modules
modules
 
 
mulitmedia
mulitmedia
 
 
sync_batchnorm
sync_batchnorm
 
 
README.md
README.md
 
 
animate.py
animate.py
 
 
augmentation.py
augmentation.py
 
 
frames_dataset.py
frames_dataset.py
 
 
logger.py
logger.py
 
 
reconstruction.py
reconstruction.py
 
 
requirements.txt
requirements.txt
 
 
run.py
run.py
 
 
train.py
train.py
 
 

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Coherent Image Animation using Spatial Temporal Correspondence

This repository contains the source code for the paper "Coherent Image Animation using Spatial Temporal Correspondence".

Demo

Please refer to

./multimedia/demo.mp4

Installation

We support python3. To install the dependencies run:

pip install -r requirements.txt

Evaluation on video reconstruction

To evaluate our model on Tai-Chi-HD dataset, run:

CUDA_VISIBLE_DEVICES=0 python3 run.py --config config/taichi-adv-256.yaml --checkpoint ./checkpoints/taichiHD/latest-checkpoint.pth.tar --mode reconstruction

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Official Implementation of Coherent Image Animation using Spatial Temporal Correspondence (TMM)

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