dataset/README.md

```markdown

# Landscape Pictures Dataset Processing



[![Kaggle](https://img.shields.io/badge/Dataset-Kaggle-blue.svg)](https://www.kaggle.com/datasets/arnaud58/landscape-pictures)



This README provides instructions for downloading, extracting, and processing the landscape pictures dataset from Kaggle.



## Dataset Source



The dataset is sourced from Kaggle: Landscape Pictures by Arnaud58. Follow this link: [Kaggle Dataset](https://www.kaggle.com/datasets/arnaud58/landscape-pictures)



## Setup



1. **Create a Dataset Directory**: Create a directory to store the dataset:



```python

import os



ds_path = "./dataset/landscape-pictures"

os.makedirs(ds_path, exist_ok=True)

```

2. **Download the Dataset**: Use the following command to download the dataset from Kaggle:

```bash

curl -L https://www.kaggle.com/api/v1/datasets/download/arnaud58/landscape-pictures -o ./dataset/landscape-pictures.zip

```

Note: You may need a Kaggle API token for authentication. Ensure you have the `kaggle.json` file configured in `~/.kaggle/` or set up the Kaggle API as per Kaggle's API documentation.

3. **Extract the Dataset**: Run the following Python code to extract the downloaded zip file:

```python

import zipfile

import os



with zipfile.ZipFile('dataset/landscape-pictures.zip', 'r') as zip_ref:

    zip_ref.extractall(ds_path)

```

This will extract the dataset into the `./dataset` directory.
```