TF Estimator Barebone

TensorFlow project template with high-level API

Examples

CIFAR-10 with ResNet

Usage:

python trainer.py --dataset cifar10 --model cifar10_resnet --job-dir ./cifar10
python trainer.py --dataset cifar10 --model cifar10_resnet --mixup 1.0 --job-dir ./cifar10_mixup

Accurarcy: 94.09% without mixup, 94.89% with mixup

Image Enhancement

Super Resolution