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Update README.md

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@@ -51,8 +51,8 @@ This dataset contains images of cats and dogs, intended for image classification
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  The dataset is structured into two splits:
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- * **train**: Contains 2000 images for training.
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- * **test**: Contains 500 images for testing.
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  Images are stored in RGB format with a resolution of 128x128 pixels.
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  The dataset is structured into two splits:
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+ * **train**: Contains 8000 images for training.
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+ * **test**: Contains 2000 images for testing.
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  Images are stored in RGB format with a resolution of 128x128 pixels.
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