ID: 5dd87e44503fb127005d371a

FACE MIXER

by SHIVAM GARG

Face swap gan to generate face by combining two faces


License: Not Specified

Tags: Keras GAN SWAP GAN Image Mixer

 Model stats and performance
Framework Keras
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


GAN FOR COMBINING 2 FACES

WHAT IS IT?

Face swap gan to generate face by combining two faces. .This swap-them-all GAN is basically a novel GAN approach conditioned on the latent embeddings extracted from a pre-trained face recognition model. SPADE and AdaIN modules are incorporated in order to inject semantic priors to the networks.

HOW TO USE?

To run The Inference Script run this command python run.py game_of_thrones_white_walkers.jpg 19184af89cda9f474100cfc6b70ff68a50a6e021r1-470-552v2_uhq.jpg

ARGUMENTS DETAILS HELP OPTIONS
-First_image INPUT First image
-Second_image INPUT Second Image

WHAT ARE THE REQUIREMENTS?

To get all the requirements and dependencies installed run the command For GPU - pip install -r gpu_requirements.txt For CPU - pip install -r cpu_requirements.txt

Author View Profile

SHIVAM GARG
New Delhi, India
Pro
41
LEVEL

8149 Profile
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A philosophy student cleverly disguised as a Coax Deep Learning engineer spending whole day, practically every day, experimenting with TensorFlow,Pytorch, and Caffe; dabbling with Python and C++; and drinking a wide variety of Coffee everyday.

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