Data · dataset · 2021
Fly v. Fly Dataset
Listed in CaltechDATA
Our Fly-vs-Fly dataset contains 22 hours of video showing pairs of fruit flies engaging in 10 social interactions in three different contexts; it is fully annotated by experts,and published with articulated pose trajectory features.
Description
The dataset is organized into three sub-datasets: Boy meets boy, which is designed to study the sequence of actions between two male flies; Agression, which is used to quantify the effect of genetic manipulation on agressive behavior between two male flies; and Courtship, which is used to study how genetic manipulation affects male courtship behavior.
Links
Where it is published
- CaltechDATA record data.caltech.edu/records/zrznw-w7386 ↗
landing page · from data caltech edu
- DOI doi.org/10.22002/d1.1893 ↗
DOI / persistent id · from data caltech edu
Catalogue records · 1
- InvenioRDM API data.caltech.edu/api/records/zrznw-w7386 ↗
metadata API · from data caltech edu
Topics
- Stated by source
- behavior · biology · computer vision · fly · machine learning · social behavior
- From keywords
- Computer Science & AI · Computer vision · Earth & Environmental Science · Engineering · Humanities · Life Sciences · Machine learning · Psychology & Behavioral Science · Social Science
- Inferred from text
- Video 75%
Provenance · 1 source records, 22 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CaltechDATA | zrznw-w7386 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].anzsrc:field:460304 | mapping · data caltech edu | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:group:4611 | mapping · data caltech edu | vocabulary-mapper@1.0.0 | keywords['machine learning'] |
| concepts[field].local:field:computer-science-ai | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:engineering | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:humanities | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:social-science | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · data caltech edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[topic].invenio_subject:data_caltech_edu:behavior | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:biology | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:computer-vision | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:fly | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:machine-learning | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:social-behavior | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| description | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/description |
| publication_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| title | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/title |
| updated_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| version_label | source · data caltech edu | connector:data_caltech_edu@1.0.0 |