Update dataset/README.md

dataset/README.md

@@ -1,42 +1,39 @@
-```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.
-```
+# Landscape Pictures Dataset Processing
+
+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 [![Kaggle](https://img.shields.io/badge/Dataset-Kaggle-blue.svg)](https://www.kaggle.com/datasets/arnaud58/landscape-pictures)
+. 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.