Update README.md

Add Dataset Description

README.md

@@ -3,25 +3,35 @@
 # Doc / guide: https://huggingface.co/docs/hub/datasets-cards
 {}
 ---
+---
+task_categories:
+- image-classification
+language:
+- en
+tags:
+- biology
+- environment
+size_categories:
+- 1K<n<10K
+---
 
-# Dataset Card for Dataset Name
+# Dataset Card for inaturalist
 
 <!-- Provide a quick summary of the dataset. -->
-
-This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
+This dataset is comprised of 9549 observations that were posted on the iNaturalist app. iNaturalist is a website and app that 'aims to provide a crowd sourced identification system' for plants, insects, and animals. 
 
 ## Dataset Details
+  For each of the 9549 observations included in this dataset, there is information about the quality ('quality_grade') of the observation and associated photo(s), 
+  a species name ('species_guess') along with a common name ('common_name'), taxonomic information ('taxon'), 
+  the number of times that kind of species appears in all of iNaturalist's data ('total_obs'), when the observation was made ('time_of_observation'), 
+  where the observation was made ('location'), and a link to the associated wikipedia page for the corresponding species ('wikipedia').
 
-### Dataset Description
+  Each observation also includes a link to the associated photo and an embedding of the photo, created with the ResNet50 embedding model. 
 
-<!-- Provide a longer summary of what this dataset is. -->
 
 
 
 - **Curated by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
 - **License:** [More Information Needed]
 
 ### Dataset Sources [optional]
@@ -29,8 +39,7 @@ This dataset card aims to be a base template for new datasets. It has been gener
 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **API:** Data originally accessed via the iNaturalist API at https://api.inaturalist.org 
 
 ## Uses
 
@@ -78,19 +87,7 @@ This dataset card aims to be a base template for new datasets. It has been gener
 
 [More Information Needed]
 
-### Annotations [optional]
-
-<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
 
-#### Annotation process
-
-<!-- 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. -->
-
-[More Information Needed]
-
-#### Who are the annotators?
-
-<!-- This section describes the people or systems who created the annotations. -->
 
 [More Information Needed]
 
@@ -111,33 +108,3 @@ This dataset card aims to be a base template for new datasets. It has been gener
 <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
 
 Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
-
-## Citation [optional]
-
-<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
-
-**BibTeX:**
-
-[More Information Needed]
-
-**APA:**
-
-[More Information Needed]
-
-## Glossary [optional]
-
-<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
-
-[More Information Needed]
-
-## More Information [optional]
-
-[More Information Needed]
-
-## Dataset Card Authors [optional]
-
-[More Information Needed]
-
-## Dataset Card Contact
-
-[More Information Needed]