Updating README

.gitignore

@@ -0,0 +1 @@
+*.ipynb

README.md

@@ -26,102 +26,74 @@ dataset_info:
 - [Table of Contents](#table-of-contents)
 - [Dataset Description](#dataset-description)
 - [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
   - [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)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
 - [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
   - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
   - [Contributions](#contributions)
 
 ## Dataset Description
 
-This dataset is an enriched version of SROIE 2019 dataset with additional labels for line descriptions and line totals for layout understanding.
-
-[More Information Needed]
+This dataset is an enriched version of SROIE 2019 dataset with additional labels for line descriptions and line totals for OCR and layout understanding.
 
 ## Dataset Structure
 
-### Data Instances
-
-[More Information Needed]
+```python
+DatasetDict({
+    train: Dataset({
+        features: ['image', 'ocr'],
+        num_rows: 652
+    })
+})
+```
 
 ### Data Fields
 
-[More Information Needed]
-
-### Data Splits
-
-[More Information Needed]
+```python
+{
+	'image': PIL Image object,
+ 	'ocr': [
+        #  text box 1
+        {
+            'box': [[float, float], [float, float], [float, float], [float, float]],
+			'label': str,  # "other" | "company" | "address" | "date" | "line_description" | "line_total" | "total"
+			'text': str
+        },
+            ...
+        #  text box N
+		{
+            'box': [[float, float], [float, float], [float, float], [float, float]],
+			'label': str,
+			'text': str,
+        }
+    ]
+}
+```
 
 ## Dataset Creation
 
-### 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 dataset was obtained from [ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction](https://rrc.cvc.uab.es/?ch=13)
 
 ### Annotations
 
 #### Annotation process
 
-[More Information Needed]
+Additional labels to receipt line items were added using open source [labelme](https://github.com/wkentaro/labelme) tool.
 
 #### Who are the annotators?
 
-[More Information Needed]
-
-### Personal and Sensitive Information
-
-[More Information Needed]
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed]
-
-### Discussion of Biases
-
-[More Information Needed]
-
-### Other Known Limitations
-
-[More Information Needed]
+Arvind Rajan
 
 ## Additional Information
 
-### Dataset Curators
-
-[More Information Needed]
-
 ### Licensing Information
 
-[More Information Needed]
-
-### Citation Information
-
-[More Information Needed]
+MIT License 
 
 ### Contributions
 
-Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset.
+Thanks to [@arvindrajan92](https://github.com/arvindrajan92) for adding this dataset.