Arhosseini77/cartoonized

Cartoonize Image and video , Modify code [CVPR2020] Learning to Cartoonize Using White-box Cartoon Representations

Cartoonization image and Video

This code is based on following paper and project:

[CVPR2020]Learning to Cartoonize Using White-box Cartoon Representations

project page | paper

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Install

create conda env with python 3.7

conda create -n cartoon python=3.7

install tensorflow 1.15

conda install -c anaconda cudatoolkit=10.0
conda install -c anaconda cudnn=7.6.5
pip install tensorflow-gpu==1.15

install requirements

conda env update --file cartoon_env.yml --prune

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Inference

for video

1. extract frames into images:

python step_1_extract_frames.py

2. run cartoonize:

python cartoonize.py

3. create cartoonized video

python step_3_create_video.py

• Set custom frame rate in step 1 and step 3

for image

• images ==> ./test_images
• run cartoonize:

python cartoonize.py

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example

Real Image	Cartoonized Image