README.md

---
license: cc0-1.0
language:
- en
pretty_name: QUEST Images of Fish from QUEST 2024
tags:
- biology
- image
- animals
- CV
- fish
- species
- NJ fish
size_categories: n<1K
task_categories:
- image-classification
---

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# Dataset Card for QUEST Fish 2024

<!-- Provide a quick summary of what the dataset is or can be used for. --> 

## Dataset Details

### Dataset Description

- **Curated by:** list curators (authors for _data_ citation, moved up)
- **Language(s) (NLP):** [More Information Needed]
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- **Homepage:** 
- **Repository:** [related project repo]
- **Paper:** 


<!-- Provide a longer summary of what this dataset is. -->
[More Information Needed]

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### Supported Tasks and Leaderboards
[More Information Needed]

<!-- Provide benchmarking results -->


## 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. -->


```
/dataset/
    <species_1>/
        <img_id 1>.png
        <img_id 2>.png
        ...
        <img_id n>.png
    <species_2>/
        <img_id 1>.png
        <img_id 2>.png
        ...
        <img_id n>.png
    ...
    <species_N>/
        <img_id 1>.png
        <img_id 2>.png
        ...
        <img_id n>.png
    metadata.csv
```


### Data Instances
[More Information Needed]

<!--
Describe data files

Ex: All images are named <img_id>.png, each within a folder named for the species. They are 1024 x 1024, and the color has been standardized using <link to color standardization package>.
-->

### Data Fields
[More Information Needed]
<!--
Describe the types of the data files or the columns in a CSV with metadata.

Ex: 
**metadata.csv**:
  - `img_id`: Unique identifier for the dataset. 
  - `specimen_id`: ID of specimen in the image, provided by museum data source. There are multiple images of a single specimen.
  - `species`: Species of the specimen in the image. There are N different species of <genus> of <animal>.
  - `view`: View of the specimen in the image (e.g., `ventral` or `dorsal` OR `top` or `bottom`, etc.; specify options where reasonable).
  - `file_name`: Relative path to image from the root of the directory (`<species>/<img_id>.png`); allows for image to be displayed in the dataset viewer alongside its associated metadata.
-->

### Data Splits
[More Information Needed]
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## Dataset Creation

### Curation Rationale
[More Information Needed]
<!-- Motivation for the creation of this dataset. For instance, what you intended to study and why that required curation of a new dataset (or if it's newly collected data and why the data was collected (intended use)), etc. -->

### Source Data

<!-- This section describes the source data (e.g., news text and headlines, social media posts, translated sentences, ...). As well as an original source it was created from (e.g., sampling from Zenodo records, compiling images from different aggregators, etc.) -->

#### Data Collection and Processing
[More Information Needed]
<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, re-sizing of images, tools and libraries used, etc. 
This is what _you_ did to it following collection from the original source; it will be overall processing if you collected the data initially.
-->

#### Who are the source data producers?
[More Information Needed]
<!-- This section describes the people or systems who originally created the data.

Ex: This dataset is a collection of images taken of the butterfly collection housed at the Ohio State University Museum of Biological Diversity. The associated labels and metadata are the information provided with the collection from biologists that study butterflies and supplied the specimens to the museum.
 -->


### Annotations
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#### Annotation process
[More Information Needed]
<!-- This section describes the annotation process such as annotation tools used, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->

#### Who are the annotators?
[More Information Needed]
<!-- This section describes the people or systems who created the annotations. -->

### Personal and Sensitive Information
[More Information Needed]
<!-- 
For instance, if your data includes people or endangered species. -->


## Considerations for Using the Data
[More Information Needed]
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Things to consider while working with the dataset. For instance, maybe there are hybrids and they are labeled in the `hybrid_stat` column, so to get a subset without hybrids, subset to all instances in the metadata file such that `hybrid_stat` is _not_ "hybrid".
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### Bias, Risks, and Limitations
[More Information Needed]
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### Recommendations
[More Information Needed]
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## Licensing Information
[More Information Needed]


This dataset has been marked as dedicated to the public domain by applying the [CC0 Public Domain Waiver](https://creativecommons.org/publicdomain/zero/1.0/).

## Citation
[More Information Needed]

**BibTeX:**
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**Data**
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@misc{<ref_code>,
  author = {<author1 and author2>},
  title = {<title>},
  year = {<year>},
  url = {https://huggingface.co/datasets/imageomics/<dataset_name>},
  doi = {<doi once generated>},
  publisher = {Hugging Face}
}
```

-for an associated paper:
**Paper**
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@article{<ref_code>,
  title    = {<title>},
  author   = {<author1 and author2>},
  journal  = {<journal_name>},
  year     =  <year>,
  url      = {<DOI_URL>},
  doi      = {<DOI>}
}
```
-->

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## Acknowledgements

This work was supported by Princeton University as part of the [QUEST Teacher Preparation Program](https://teacherprep.princeton.edu/quest2024), with additional support from the [Imageomics Institute](https://imageomics.org), which is funded by the US National Science Foundation's Harnessing the Data Revolution (HDR) program under [Award #2118240](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2118240) (Imageomics: A New Frontier of Biological Information Powered by Knowledge-Guided Machine Learning). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.

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## Glossary 

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## More Information 

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## Dataset Card Authors 

[More Information Needed]

## Dataset Card Contact

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