DL之CycleGAN：基于TF利用CycleGAN模型对apple2orange数据集实现图像转换—训练&测试过程全记录

DL之CycleGAN：基于TF利用CycleGAN模型对apple2orange数据集实现图像转换—训练&测试过程全记录

 

apple2orange数据集

1、数据集下载：https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/apple2orange.zip

2、数据集展示

 

输出结果

1、GRAPHS

 

 

 

训练&测试过程全记录

1、

2018-10-09 22:02:51.396724: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:02:51.396724: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:03:00.267249: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:03:03.406296: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:03:04.851590: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
INFO:root:-----------Step 0:-------------
INFO:root:  G_loss   : 16.109222412109375
INFO:root:  D_Y_loss : 2.2684788703918457
INFO:root:  F_loss   : 16.630470275878906
INFO:root:  D_X_loss : 2.722561836242676
INFO:root:Model saved in file: checkpoints/20181009-2201/model.ckpt-0

……