Artistic Style Transfer using a webcam

Installation

Required

• git
• python

Quick start

git clone https://github.com/mrzetti/style-transfer
pip install -r requirements.txt

Usage

python style_transfer.py [-h] [--style STYLE] [--size SIZE]

options:
-h, --help show this help message and exit

--style STYLE Choose style: [Available styles] Default: van_gogh_starry_night

--size SIZE Choose the size of the video. Default: 512

Available styles

• kanagawa_great_wave
• kandinsky_composition_7
• hubble_pillars_of_creation
• van_gogh_starry_night
• turner_nantes
• munch_scream
• picasso_demoiselles_avignon
• picasso_violin
• picasso_bottle_of_rum
• fire
• derkovits_woman_head
• amadeo_style_life
• derkovtis_talig
• amadeo_cardoso

TODO:

• fix frame_size - Only 512 works in Tensorflow 2.8 (works with 2.3)