Update README.md

README.md

@@ -66,3 +66,36 @@ Researchers and developers can utilize this dataset for various tasks such as:
 - Image Quality: Variation in image quality and resolution may impact model performance.
 - Text length imbalance: the longest text has the length of 8903 whereas the shortest is 1. This can create a situation of highly ram usage with using LSTM model,etc..
 
+### View dataset:
+<b>For direct use instead of downloading the dataset to local</b>
+```python
+from datasets import load_dataset
+dataset = load_dataset("Seeker38/image_text_wikipedia_vi")
+```
+
+<b>For dataset has been downloaded to local</b>
+```python
+import pandas as pd
+from datasets import Dataset
+parquet_file = 'articles_data.parquet'
+
+df = pd.read_parquet(parquet_file)
+
+# Convert the pandas DataFrame to a datasets.arrow_dataset.Dataset object
+dataset = Dataset.from_pandas(df)
+```
+<b>To view the third element's text</b>
+```python
+dataset[3]["text"]
+```
+<b>To view,or even use for training the third element's image, you need to contain the convertion step</b>
+```python
+from PIL import Image
+import io
+
+image_bytes = dataset[3]["image"]
+
+# Convert bytes to Image
+image = Image.open(io.BytesIO(image_bytes))
+image
+```