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Add note about label noise in CIFAR-10 dataset documentation #21855

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Add note about label noise in CIFAR-10 dataset documentation #21855

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5 changes: 5 additions & 0 deletions keras/src/datasets/cifar10.py
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Expand Up @@ -59,6 +59,11 @@ def load_data():
assert y_train.shape == (50000, 1)
assert y_test.shape == (10000, 1)
```

**Note**: The CIFAR-10 dataset is known to have a small percentage of
mislabeled samples, which is inherent to the original dataset. This label
noise may impact training and evaluation. For more details, refer to
discussions in the research literature on CIFAR-10 label quality.
"""
dirname = "cifar-10-batches-py-target"
origin = "https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz"
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