Final edits README.md

README.md

@@ -104,9 +104,7 @@ session = fo.launch_app(dataset)
 
 <!-- Provide a longer summary of what this dataset is. -->
 
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-- **Curated by:** Introduced by Jonathan J. Hull in [A Database for Handwritten Text Recognition Research](https://ieeexplore.ieee.org/document/291440)
+- **Curated by:** Introduced by Jonathan J. Hull in [A Database for Handwritten Text Recognition Research](https://ieeexplore.ieee.org/document/291440) and available at [https://paperswithcode.com/dataset/usps](https://paperswithcode.com/dataset/usps).
 - **Language(s) (NLP):** en
 - **License:** unknown
 
@@ -120,66 +118,12 @@ session = fo.launch_app(dataset)
 ## Dataset Structure
 
 <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
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-The dataset has 2 splits: "train", and "test". Samples are tagged with their split.
+The dataset has 2 splits: "train" and "test". Samples are tagged with their split.
 
 ## Dataset Creation
 
-### Curation Rationale
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-<!-- Motivation for the creation of this dataset. -->
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-[More Information Needed]
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-### Source Data
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-<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
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-#### Data Collection and Processing
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-<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
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-[More Information Needed]
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-#### Who are the source data producers?
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-<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
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-[More Information Needed]
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-### Annotations [optional]
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-<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
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-#### Annotation process
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-<!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
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-[More Information Needed]
+Introduced by Jonathan J. Hull in [A Database for Handwritten Text Recognition Research](https://ieeexplore.ieee.org/document/291440)
 
-#### Who are the annotators?
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-<!-- This section describes the people or systems who created the annotations. -->
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-[More Information Needed]
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-#### Personal and Sensitive Information
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-<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
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-[More Information Needed]
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-## Bias, Risks, and Limitations
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-<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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-[More Information Needed]
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-### Recommendations
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-<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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-Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
 
 ## Citation [optional]
 
@@ -187,26 +131,22 @@ Users should be made aware of the risks, biases and limitations of the dataset.
 
 **BibTeX:**
 
-[More Information Needed]
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-**APA:**
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-[More Information Needed]
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-## Glossary [optional]
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-<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
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-[More Information Needed]
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-## More Information [optional]
+@ARTICLE{291440,
+  author={Hull, J.J.},
+  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
+  title={A database for handwritten text recognition research}, 
+  year={1994},
+  volume={16},
+  number={5},
+  pages={550-554},
+  keywords={Text recognition;Image databases;Testing;Cities and towns;Handwriting recognition;Gray-scale;Performance analysis;Writing;Digital images;Postal services},
+  doi={10.1109/34.291440}}
 
-[More Information Needed]
 
-## Dataset Card Authors [optional]
+## More Information
 
-[More Information Needed]
+Dataset conversion and data card contributed by [Rohith Raj Srinivasan](https://huggingface.co/rohis).
 
-## Dataset Card Contact
+## Dataset Card Authors
 
-[More Information Needed]
+[Rohith Raj Srinivasan](https://huggingface.co/rohis)