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+ Controle mag Augmented Dataset

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Harle, Antoine (Contracteur) 2019-12-09 13:49:24 -05:00
parent 6c0597e7ea
commit d1ee0c632e
1 changed files with 5 additions and 4 deletions
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9
higher/datasets.py
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@ -197,8 +197,8 @@ class AugmentedDatasetV2(VisionDataset):
'Color',
'Brightness',
'Sharpness',
#'Posterize',
#'Solarize',
'Posterize',
'Solarize',
'Invert',
'AutoContrast',
@ -206,8 +206,9 @@ class AugmentedDatasetV2(VisionDataset):
]
self._op_list =[]
self.prob=0.5
self.mag_range=(1, 10)
for tf in self._TF:
for mag in range(1, 10):
for mag in range(self.mag_range[0], self.mag_range[1]):
self._op_list+=[(tf, self.prob, mag)]
self._nb_op = len(self._op_list)
@ -267,7 +268,7 @@ class AugmentedDatasetV2(VisionDataset):
return self.dataset_info['unsup']#self.dataset_info['length']
def __str__(self):
return "CIFAR10(Sup:{}-Unsup:{}-{}TF)".format(self.dataset_info['sup'], self.dataset_info['unsup'], len(self._TF))
return "CIFAR10(Sup:{}-Unsup:{}-{}TF(Mag{}-{}))".format(self.dataset_info['sup'], self.dataset_info['unsup'], len(self._TF), self.mag_range[0], self.mag_range[1])
### Classic Dataset ###