advcloud
commited on
Commit
·
d90c489
1
Parent(s):
5f2fce5
commit from $USER
Browse files- configs/__init__.py +0 -0
- configs/data_configs.py +0 -41
- configs/paths_config.py +0 -28
- configs/transforms_config.py +0 -62
configs/__init__.py
DELETED
|
File without changes
|
configs/data_configs.py
DELETED
|
@@ -1,41 +0,0 @@
|
|
| 1 |
-
from configs import transforms_config
|
| 2 |
-
from configs.paths_config import dataset_paths
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
DATASETS = {
|
| 6 |
-
'ffhq_encode': {
|
| 7 |
-
'transforms': transforms_config.EncodeTransforms,
|
| 8 |
-
'train_source_root': dataset_paths['ffhq'],
|
| 9 |
-
'train_target_root': dataset_paths['ffhq'],
|
| 10 |
-
'test_source_root': dataset_paths['celeba_test'],
|
| 11 |
-
'test_target_root': dataset_paths['celeba_test'],
|
| 12 |
-
},
|
| 13 |
-
'cars_encode': {
|
| 14 |
-
'transforms': transforms_config.CarsEncodeTransforms,
|
| 15 |
-
'train_source_root': dataset_paths['cars_train'],
|
| 16 |
-
'train_target_root': dataset_paths['cars_train'],
|
| 17 |
-
'test_source_root': dataset_paths['cars_test'],
|
| 18 |
-
'test_target_root': dataset_paths['cars_test'],
|
| 19 |
-
},
|
| 20 |
-
'horse_encode': {
|
| 21 |
-
'transforms': transforms_config.EncodeTransforms,
|
| 22 |
-
'train_source_root': dataset_paths['horse_train'],
|
| 23 |
-
'train_target_root': dataset_paths['horse_train'],
|
| 24 |
-
'test_source_root': dataset_paths['horse_test'],
|
| 25 |
-
'test_target_root': dataset_paths['horse_test'],
|
| 26 |
-
},
|
| 27 |
-
'church_encode': {
|
| 28 |
-
'transforms': transforms_config.EncodeTransforms,
|
| 29 |
-
'train_source_root': dataset_paths['church_train'],
|
| 30 |
-
'train_target_root': dataset_paths['church_train'],
|
| 31 |
-
'test_source_root': dataset_paths['church_test'],
|
| 32 |
-
'test_target_root': dataset_paths['church_test'],
|
| 33 |
-
},
|
| 34 |
-
'cats_encode': {
|
| 35 |
-
'transforms': transforms_config.EncodeTransforms,
|
| 36 |
-
'train_source_root': dataset_paths['cats_train'],
|
| 37 |
-
'train_target_root': dataset_paths['cats_train'],
|
| 38 |
-
'test_source_root': dataset_paths['cats_test'],
|
| 39 |
-
'test_target_root': dataset_paths['cats_test'],
|
| 40 |
-
}
|
| 41 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
configs/paths_config.py
DELETED
|
@@ -1,28 +0,0 @@
|
|
| 1 |
-
dataset_paths = {
|
| 2 |
-
# Face Datasets (In the paper: FFHQ - train, CelebAHQ - test)
|
| 3 |
-
'ffhq': '',
|
| 4 |
-
'celeba_test': '',
|
| 5 |
-
|
| 6 |
-
# Cars Dataset (In the paper: Stanford cars)
|
| 7 |
-
'cars_train': '',
|
| 8 |
-
'cars_test': '',
|
| 9 |
-
|
| 10 |
-
# Horse Dataset (In the paper: LSUN Horse)
|
| 11 |
-
'horse_train': '',
|
| 12 |
-
'horse_test': '',
|
| 13 |
-
|
| 14 |
-
# Church Dataset (In the paper: LSUN Church)
|
| 15 |
-
'church_train': '',
|
| 16 |
-
'church_test': '',
|
| 17 |
-
|
| 18 |
-
# Cats Dataset (In the paper: LSUN Cat)
|
| 19 |
-
'cats_train': '',
|
| 20 |
-
'cats_test': ''
|
| 21 |
-
}
|
| 22 |
-
|
| 23 |
-
model_paths = {
|
| 24 |
-
'stylegan_ffhq': 'pretrained_models/stylegan2-ffhq-config-f.pt',
|
| 25 |
-
'ir_se50': 'pretrained_models/model_ir_se50.pth',
|
| 26 |
-
'shape_predictor': 'pretrained_models/shape_predictor_68_face_landmarks.dat',
|
| 27 |
-
'moco': 'pretrained_models/moco_v2_800ep_pretrain.pth'
|
| 28 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
configs/transforms_config.py
DELETED
|
@@ -1,62 +0,0 @@
|
|
| 1 |
-
from abc import abstractmethod
|
| 2 |
-
import torchvision.transforms as transforms
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
class TransformsConfig(object):
|
| 6 |
-
|
| 7 |
-
def __init__(self, opts):
|
| 8 |
-
self.opts = opts
|
| 9 |
-
|
| 10 |
-
@abstractmethod
|
| 11 |
-
def get_transforms(self):
|
| 12 |
-
pass
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
class EncodeTransforms(TransformsConfig):
|
| 16 |
-
|
| 17 |
-
def __init__(self, opts):
|
| 18 |
-
super(EncodeTransforms, self).__init__(opts)
|
| 19 |
-
|
| 20 |
-
def get_transforms(self):
|
| 21 |
-
transforms_dict = {
|
| 22 |
-
'transform_gt_train': transforms.Compose([
|
| 23 |
-
transforms.Resize((256, 256)),
|
| 24 |
-
transforms.RandomHorizontalFlip(0.5),
|
| 25 |
-
transforms.ToTensor(),
|
| 26 |
-
transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])]),
|
| 27 |
-
'transform_source': None,
|
| 28 |
-
'transform_test': transforms.Compose([
|
| 29 |
-
transforms.Resize((256, 256)),
|
| 30 |
-
transforms.ToTensor(),
|
| 31 |
-
transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])]),
|
| 32 |
-
'transform_inference': transforms.Compose([
|
| 33 |
-
transforms.Resize((256, 256)),
|
| 34 |
-
transforms.ToTensor(),
|
| 35 |
-
transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])])
|
| 36 |
-
}
|
| 37 |
-
return transforms_dict
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
class CarsEncodeTransforms(TransformsConfig):
|
| 41 |
-
|
| 42 |
-
def __init__(self, opts):
|
| 43 |
-
super(CarsEncodeTransforms, self).__init__(opts)
|
| 44 |
-
|
| 45 |
-
def get_transforms(self):
|
| 46 |
-
transforms_dict = {
|
| 47 |
-
'transform_gt_train': transforms.Compose([
|
| 48 |
-
transforms.Resize((192, 256)),
|
| 49 |
-
transforms.RandomHorizontalFlip(0.5),
|
| 50 |
-
transforms.ToTensor(),
|
| 51 |
-
transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])]),
|
| 52 |
-
'transform_source': None,
|
| 53 |
-
'transform_test': transforms.Compose([
|
| 54 |
-
transforms.Resize((192, 256)),
|
| 55 |
-
transforms.ToTensor(),
|
| 56 |
-
transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])]),
|
| 57 |
-
'transform_inference': transforms.Compose([
|
| 58 |
-
transforms.Resize((192, 256)),
|
| 59 |
-
transforms.ToTensor(),
|
| 60 |
-
transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])])
|
| 61 |
-
}
|
| 62 |
-
return transforms_dict
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|