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#!/bin/sh
python3.4 enhance.py \
--train "$OPEN_IMAGES_PATH/*/*.jpg" --type photo --model default \
--epochs=50 --batch-shape=256 --device=gpu0 \
--generator-downscale=0 --generator-upscale=1 \
--generator-blocks=8 --generator-filters=128 --generator-residual=0 \
--perceptual-layer=conv2_2 --smoothness-weight=1e7 --adversary-weight=0.0 \
--train-noise=1.0
python3.4 enhance.py \
--train "$OPEN_IMAGES_PATH/*/*.jpg" --type photo --model default \
--epochs=500 --batch-shape=240 --device=gpu0 \
--generator-downscale=0 --generator-upscale=1 \
--perceptual-layer=conv5_2 --smoothness-weight=5e3 --adversary-weight=5e1 \
--generator-start=10 --discriminator-start=0 --adversarial-start=10 \
--discriminator-size=64 \
--train-noise=1.0