Update README.md

README.md

@@ -25,7 +25,7 @@ pretty_name: ShahNegar
 
 # ShahNegar (A Plotted version of The Shahnameh)
 
-This dataset is a plotted version of Ferdousi's Shahnameh generated using DALL-E mini (aka [craiyon](https://www.craiyon.com/)). You can use this dataset using the code below: 
+This dataset is a plotted version of Ferdowsi's Shahnameh (which is a highly-regarded ancient set of Farsi poems) generated using DALL-E mini (aka [craiyon](https://www.craiyon.com/)). You can use this dataset using the code below: 
 
 ```python
 from datasets import load_dataset
@@ -44,8 +44,6 @@ dataset = load_dataset("sadrasabouri/ShahNegar")
   - [Data Fields](#data-fields)
   - [Data Splits](#data-splits)
 - [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
   - [Annotations](#annotations)
   - [Personal and Sensitive Information](#personal-and-sensitive-information)
 - [Considerations for Using the Data](#considerations-for-using-the-data)
@@ -65,47 +63,43 @@ dataset = load_dataset("sadrasabouri/ShahNegar")
 
 ### Dataset Summary
 
-This dataset contains more than 30K images with their corresponding text from the Shahnameh. For each Shahnameh paragraph, we generated at most 9 images. Images corresponding to the same paragraphs have the same `id` field.
+This dataset contains more than 30K images with their corresponding text from the Shahnameh. For each Shahnameh paragraph, we generated at most 9 images. Images corresponding to the same paragraphs have the same `id` field. There was a human annotation post-process in which we removed some harmful/private generated images from the dataset.
 
 ### Supported Tasks and Leaderboards
 
-[More Information Needed]
+The main purpose of making this dataset open source is because of its artistic value, but it can also be used for the below tasks:
++ text-to-image
++ image-to-text (image captioning)
 
 ### Languages
 
-[More Information Needed]
+The Shahnameh was generally written in Farsi (Persian) but the translated version we used for this dataset - [satoor](https://www.sattor.com/english/Shahnameh.pdf) - was completely in English with no alignments for the corresponding Farsi poem. We are planning to add another field to dataset entries which is the corresponding Farsi poem as soon as possible.
 
 ## Dataset Structure
 
-### Data Instances
+### Data Fields
 
-[More Information Needed]
+Here is an instance of our dataset:
 
-### Data Fields
+```json
+{
+    "image": <PIL Image Byte>,
+    "id": 0,
+    "text": "He took up his abode in the mountains, and clad himself and his people in tiger-skins, and from him sprang all kindly nurture and the arts of clothing, till then unknown."
+}
+```
++ `image`: the image for given text.
++ `id`: the id for the text (**Not for the image**).
++ `text`: the English text for the image.
 
-[More Information Needed]
 
 ### Data Splits
 
-[More Information Needed]
+This dataset has only a split (`train` split).
 
 ## Dataset Creation
 
-+ The translated version of the shahnameh was generally derived from the [satoor](https://www.sattor.com/english/Shahnameh.pdf) website.
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed]
-
-#### Who are the source language producers?
-
-[More Information Needed]
+The translated version of the Shahnameh was generally derived from the [satoor](https://www.sattor.com/english/Shahnameh.pdf) website.
 
 ### Annotations