Data · dataset · 2026
RAPID Test Dataset
Listed in DaRUS
This dataset contains the database-query splits that were used for analysing the performance of RAPID (RAPID: Real-time Animal Pattern re-Identification on edge Devices, an open-source tool for field deployment).
Description
Tests were run on 4 public reID datasets and 2 new datasets published alongside with the RAPID paper. PUBLIC DATASETS (test_benchmarks.zip): 1) datasets used: AerialCattle2017, ATRW, GiraffeZebraID, StripeSpotter, 2) 3 independent 5-fold cross-validation tests were run for these datasets, 3) final_test1, final_test2 and final_test3 stand for the 3 independent tests, 4) database_N and query_N stand (N=0, 1, ..., 4) stand for the 5-folds for the cross-validation sets.
ZebraStereoID (test_ZebraStereoID.zip): 1) the same tests were run as for the public datasets, however with various frame sampling rates, 2) folders stand for these tests. JaguarID (test_JaguarID.zip): 1) above test (3 independent 5-fold cross-validation) was run using all frames, 2) additional analysis on querying separate videos were executed too (videos_as_queries folder)
Links
Where it is published
- Dataverse dataset page darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi%3A10.18419%2FDARUS-5958 ↗
landing page · from darus uni stuttgart de
- DOI doi.org/10.18419/darus-5958 ↗
DOI / persistent id · from darus uni stuttgart de
Catalogue records · 1
- Dataverse API darus.uni-stuttgart.de/api/datasets/:persistentId/?persistentId=doi%3A10.18419%2FDARU… ↗
metadata API · from darus uni stuttgart de
Topics
- Stated by source
- Computer and Information Science · Earth and Environmental Sciences · Engineering
- From keywords
- Earth & Environmental Science · Engineering
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DaRUS | doi:10.18419/DARUS-5958 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:computer-and-information-science | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /subjects |
| concepts[field].dataverse_subject:engineering | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /subjects |
| created_date | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | |
| description | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /description |
| publication_date | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | |
| title | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /name |
| updated_date | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | |
| version_label | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 |