BloodAxe / workshop-gan-2018

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Plan

  1. Intro
  2. Setup
  3. GAN trainer
  4. Class imbalance

Setup

virtualenv -p python3.6 venv
source ./venv/bin/activate
pip install -r requirements.txt
export PYTHONPATH=.

load checkpoint and dataset here

Run tensorboard

tensorboard --logdir . --port 8887 --host 0.0.0.0

Class Imbalance

./run.sh

MNIST GAN trainer

python -m experiments.train_gan  --config-path ./configs/train_gan.json

MNIST conditional GAN trainer

python -m experiments.train_cgan  --config-path ./configs/train_cgan.json

References

About

License:MIT License


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