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38655b2
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Parent(s):
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Update README
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README.md
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@@ -120,8 +120,26 @@ return subset name list. for example,
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'''
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```
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###
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* You can use the code below:
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* <font color="red">...but (;・∀・)I don't know whether this code works efficiently, because I haven't tried this code so far</color>
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```python
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@@ -129,10 +147,10 @@ import datasets
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from datasets import load_dataset, DatasetDict
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from torchvision import transforms
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from torch.utils.data import DataLoader
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BATCH_SIZE = ???
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IMAGE_SIZE = ???
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TRAIN_SIZE = ??? # the number of training data
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TEST_SIZE = ??? # the number of test data
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def load_datasets():
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data_transform = transforms.Compose(data_transforms)
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data = load_dataset("mb23/GraySpectrogram", subset_list[0])
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for subset in
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# Confirm subset_list doesn't include "remove_list" datasets in the above cell.
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print(subset)
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new_ds = load_dataset("mb23/GraySpectrogram", subset)
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'''
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```
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### 2 : load dataset:
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*
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```python
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data = load_dataset("mb23/GraySpectrogram", subset_name_list[0])
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for subset in subset_name_list:
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# Confirm subset_list doesn't include "remove_list" datasets in the above cell.
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print(subset)
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new_ds = load_dataset("mb23/GraySpectrogram", subset)
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new_dataset_train = datasets.concatenate_datasets([data["train"], new_ds["train"]])
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new_dataset_test = datasets.concatenate_datasets([data["test"], new_ds["test"]])
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# take place of data[split]
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data["train"] = new_dataset_train
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data["test"] = new_dataset_test
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data
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```
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### 3 : load dataset and change to dataloader:
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* You can use the code below:
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* <font color="red">...but (;・∀・)I don't know whether this code works efficiently, because I haven't tried this code so far</color>
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```python
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from datasets import load_dataset, DatasetDict
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from torchvision import transforms
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from torch.utils.data import DataLoader
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# BATCH_SIZE = ???
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# IMAGE_SIZE = ???
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# TRAIN_SIZE = ??? # the number of training data
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# TEST_SIZE = ??? # the number of test data
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def load_datasets():
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data_transform = transforms.Compose(data_transforms)
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data = load_dataset("mb23/GraySpectrogram", subset_list[0])
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for subset in subset_name_list:
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# Confirm subset_list doesn't include "remove_list" datasets in the above cell.
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print(subset)
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new_ds = load_dataset("mb23/GraySpectrogram", subset)
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