Add dataaset card template

README.md

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+---
+annotations_creators:
+- human-curator
+language:
+- en
+license:
+- mit
+pretty_name: RockGlacier
+size_categories:
+- 1K<n<10K
+source_datasets:
+- original
+task_categories:
+- image-classification
+task_ids:
+- multi-class-image-classification
+---
+# Dataset Card for Rock Glacier Detection
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [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
+- **Homepage:** [RockGlacier Homepage](https://github.com/alcazar90/rock-glacier-detection)
+- **Repository:** [alcazar90/rock-glacier-detection](https://github.com/alcazar90/rock-glacier-detection)
+- **Paper:** N/A
+- **Leaderboard:** N/A
+- **Point of Contact:** N/A
+### Dataset Summary
+Rock Glacier Detection dataset with satelital images of rock glaciers in the Chilean Andes. 
+### Supported Tasks and Leaderboards
+- `image-classification`: Based on a satelitel images (from sentinel2), the goal of this task is to predict a rock glacier in the geographic area, if there any.
+### Languages
+English
+## Dataset Structure
+### Data Instances
+A sample from the training set is provided below:
+```
+{
+  'image': <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=128x128 at 0x7FE652BE2FD0>,
+  'labels': 0
+}
+```
+### Data Fields
+
+The data instances have the following fields:
+
+- `image`: A `PIL.Image.Image` object containing the image. Note that when accessing the image column: `dataset[0]["image"]` the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the `"image"` column, *i.e.* `dataset[0]["image"]` should **always** be preferred over `dataset["image"][0]`.
+- `labels`: an `int` classification label.
+
+Class Label Mappings:
+
+```json
+{
+  "glaciar": 0,
+  "cordillera": 1
+}
+```
+
+### Data Splits
+
+ 
+|             |train|validation|test|
+|-------------|----:|---------:|---:|
+|# of examples|1456 |364       |NA  |
+
+## 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]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### 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]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+```
+@ONLINE {rock-glacier-dataset,
+    author="CMM - Glaciares (UChile)",
+    title="Rock Glacier Dataset",
+    month="October",
+    year="2022",
+    url="https://github.com/alcazar90/rock-glacier-detection"
+}
+```
+
+### Contributions
+
+Thanks to...