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Description
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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). 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) (2026-05-05)
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Notes
| RAPID Test Dataset contains database-query splits, and is a subset of the following datasets:
1) JaguarID, 2) ZebraStereoID, 3) StripeSpotter, 4) AerialCattle2017, 5) ATRW, 6) GiraffeZebraID |
