ID: 5dd87ee3503fb127005d371b

Aging Gan

by Rahul Kanojia

Want to find out how you will look after you age?


License: Apache License 2.0

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

Performance data is not available.

Screenshots


Age Prediction using GAN

What is Aging GAN?

Aging GAN is a Deep Learning model, trained on data that contains images of a person's face over a period of time. The model learns on how features of persons face changes over a period of time. On the basis of the training, model is able to predict how a person may age over a period of time.

How to use?

Download the attached zip file and extract it a preferred directory.

To create new enviornment conda create -n test python=3.6


conda activate test


Configuring Enviornment

For cpu configuration pip install -r cpu_requirements.txt

For GPU configuration pip install -r gpu_requirements.txt

Insert 10 or more samples of your face or random faces in the test directory

Inference Steps

python main.py --is_train False --testdir your_image_dir --savedir save

e.g : python main.py --is_train False --testdir test --savedir save


Author View Profile

Rahul Kanojia
New Delhi
Gold
21
LEVEL

2645 Profile
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Curious Mind with a Knack in Deep Learning

Rowing through

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