Hugging Face's logo

Datasets:
ceyda
/
smithsonian_butterflies

Tasks:
Image Classification
Sub-tasks:
multi-label-image-classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
n<1K
Language Creators:
expert-generated
Annotations Creators:
expert-generated
Source Datasets:
original
Tags:
License:
Dataset card Viewer Files Community
1
ceyda commited on
Commit
b14fd6e
•
1 Parent(s): ba06b00

matched the dataset card format, wip

Browse files
Files changed (1) hide show
  1. README.md +133 -6
README.md CHANGED
@@ -1,11 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
 
2
- # Data Source
3
- High-res images from Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections found online [here](https://collections.si.edu/search/results.htm?q=butterfly&view=list&fq=online_media_type%3A%22Images%22&fq=topic%3A%22Insects%22&fq=data_source%3A%22NMNH+-+Entomology+Dept.%22&media.CC0=true&dsort=title&start=0)
4
 
5
- License: Only CC0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6
 
7
- Includes metadata about the scientific name etc.! Might be also good for classifications
8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9
 
10
  # Example data
11
 
@@ -31,5 +91,72 @@ Includes metadata about the scientific name etc.! Might be also good for classi
31
  ​
32
  ```
33
 
34
- # Processing
35
- sim-score indicates clip score for "pretty butterfly". This is to eliminate non-butterfly images(just id card images etc)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ annotations_creators:
3
+ - expert-generated
4
+ language:
5
+ - en
6
+ language_creators:
7
+ - expert-generated
8
+ license:
9
+ - cc0-1.0
10
+ multilinguality:
11
+ - monolingual
12
+ pretty_name: Smithsonian Butterflies
13
+ size_categories:
14
+ - n<1K
15
+ source_datasets:
16
+ - original
17
+ task_categories:
18
+ - image-classification
19
+ task_ids:
20
+ - multi-label-image-classification
21
+ ---
22
 
23
+ # Dataset Card for [Smithsonian Butterflies]
 
24
 
25
+ ## Table of Contents
26
+ - [Table of Contents](#table-of-contents)
27
+ - [Dataset Description](#dataset-description)
28
+ - [Dataset Summary](#dataset-summary)
29
+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
30
+ - [Languages](#languages)
31
+ - [Dataset Structure](#dataset-structure)
32
+ - [Data Instances](#data-instances)
33
+ - [Data Fields](#data-fields)
34
+ - [Data Splits](#data-splits)
35
+ - [Dataset Creation](#dataset-creation)
36
+ - [Curation Rationale](#curation-rationale)
37
+ - [Source Data](#source-data)
38
+ - [Annotations](#annotations)
39
+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
40
+ - [Considerations for Using the Data](#considerations-for-using-the-data)
41
+ - [Social Impact of Dataset](#social-impact-of-dataset)
42
+ - [Discussion of Biases](#discussion-of-biases)
43
+ - [Other Known Limitations](#other-known-limitations)
44
+ - [Additional Information](#additional-information)
45
+ - [Dataset Curators](#dataset-curators)
46
+ - [Licensing Information](#licensing-information)
47
+ - [Citation Information](#citation-information)
48
+ - [Contributions](#contributions)
49
 
50
+ ## Dataset Description
51
 
52
+ - **Homepage:** Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections [here](https://collections.si.edu/search/results.htm?q=butterfly&view=list&fq=online_media_type%3A%22Images%22&fq=topic%3A%22Insects%22&fq=data_source%3A%22NMNH+-+Entomology+Dept.%22&media.CC0=true&dsort=title&start=0)
53
+
54
+ ### Dataset Summary
55
+
56
+ High-res images from Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections. Crawled
57
+
58
+ ### Supported Tasks and Leaderboards
59
+
60
+ Includes metadata about the scientific name of butterflies, but there maybe missing values. Might be good for classification.
61
+
62
+ ### Languages
63
+
64
+ English
65
+
66
+ ## Dataset Structure
67
+
68
+ ### Data Instances
69
 
70
  # Example data
71
 
91
  ​
92
  ```
93
 
94
+ ### Data Fields
95
+
96
+ sim-score indicates clip score for "pretty butterfly". This is to eliminate non-butterfly images(just id card images etc)
97
+
98
+ ### Data Splits
99
+
100
+ No specific split exists.
101
+
102
+ ## Dataset Creation
103
+
104
+ ### Curation Rationale
105
+
106
+ [More Information Needed]
107
+
108
+ ### Source Data
109
+
110
+ #### Initial Data Collection and Normalization
111
+
112
+ [More Information Needed]
113
+
114
+ Crawled from "Education and Outreach" & "NMNH - Entomology Dept." collections found online [here](https://collections.si.edu/search/results.htm?q=butterfly&view=list&fq=online_media_type%3A%22Images%22&fq=topic%3A%22Insects%22&fq=data_source%3A%22NMNH+-+Entomology+Dept.%22&media.CC0=true&dsort=title&start=0)
115
+
116
+ #### Who are the source language producers?
117
+
118
+ [More Information Needed]
119
+
120
+ ### Annotations
121
+
122
+ #### Annotation process
123
+
124
+ [More Information Needed]
125
+
126
+ #### Who are the annotators?
127
+
128
+ [More Information Needed]
129
+
130
+ ### Personal and Sensitive Information
131
+
132
+ [More Information Needed]
133
+
134
+ ## Considerations for Using the Data
135
+
136
+ ### Social Impact of Dataset
137
+
138
+ [More Information Needed]
139
+
140
+ ### Discussion of Biases
141
+
142
+ [More Information Needed]
143
+
144
+ ### Other Known Limitations
145
+
146
+ Doesn't include all butterfly species ## Additional Information
147
+
148
+ ### Dataset Curators
149
+
150
+ Smithsonian "Education and Outreach" & "NMNH - Entomology Dept." collections
151
+
152
+ ### Licensing Information
153
+
154
+ Only results marked: CC0
155
+
156
+ ### Citation Information
157
+
158
+ [More Information Needed]
159
+
160
+ ### Contributions
161
+
162
+ Thanks to [@cceyda](https://github.com/cceyda) for adding this dataset.