Datasetpublic

louiecerv/cats_dogs_dataset

Cats and Dogs Image Classification Dataset This dataset contains images of cats and dogs, intended for image classification tasks. It includes two classes: "cats" and "dogs". Dataset Structure The dataset is structured into two splits: train: Contains 8000 images for training. test: Contains 2000 images for testing. Images are stored in RGB format with a resolution of 128x128 pixels. Data Loading and Usage The dataset can be loaded using the… See the full description on the dataset page: https://huggingface.co/datasets/louiecerv/cats_dogs_dataset.

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Dataset Card

Cats and Dogs Image Classification Dataset

This dataset contains images of cats and dogs, intended for image classification tasks. It includes two classes: "cats" and "dogs".

Dataset Structure

The dataset is structured into two splits:

—train: Contains 8000 images for training.
—test: Contains 2000 images for testing.

Images are stored in RGB format with a resolution of 128x128 pixels.

Data Loading and Usage

The dataset can be loaded using the Hugging Face Datasets library:

python

from datasets import load_dataset

dataset = load_dataset("cats_dogs_dataset")
This will return a DatasetDict object with the train and test splits.

Example Usage
Python

from datasets import load_dataset

dataset = load_dataset("cats_dogs_dataset")

# Access the first training example
example = dataset["train"]

# Print the image and label
print(example["image"])
print(example["label"])