Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384132255> ?p ?o ?g. }
Showing items 1 to 51 of
51
with 100 items per page.
- W4384132255 abstract "Because of their close relationship with humans, non-human apes (chimpanzees, bonobos, gorillas, orangutans, and gibbons, including siamangs) are of great scientific interest. The goal of understanding their complex behavior would be greatly advanced by the ability to perform video-based pose tracking. Tracking, however, requires high-quality annotated datasets of ape photographs. Here we present OpenApePose, a new public dataset of 71,868 photographs, annotated with 16 body landmarks, of six ape species in naturalistic contexts. We show that a standard deep net (HRNet-W48) trained on ape photos can reliably track out-of-sample ape photos better than networks trained on monkeys (specifically, the OpenMonkeyPose dataset) and on humans (COCO) can. This trained network can track apes almost as well as the other networks can track their respective taxa, and models trained without one of the six ape species can track the held out species better than the monkey and human models can. Ultimately, the results of our analyses highlight the importance of large specialized databases for animal tracking systems and confirm the utility of our new ape database." @default.
- W4384132255 created "2023-07-14" @default.
- W4384132255 creator A5071320522 @default.
- W4384132255 date "2023-07-13" @default.
- W4384132255 modified "2023-09-24" @default.
- W4384132255 title "eLife assessment: OpenApePose: a database of annotated ape photographs for pose estimation" @default.
- W4384132255 doi "https://doi.org/10.7554/elife.86873.1.sa0" @default.
- W4384132255 hasPublicationYear "2023" @default.
- W4384132255 type Work @default.
- W4384132255 citedByCount "0" @default.
- W4384132255 crossrefType "peer-review" @default.
- W4384132255 hasAuthorship W4384132255A5071320522 @default.
- W4384132255 hasBestOaLocation W43841322551 @default.
- W4384132255 hasConcept C111919701 @default.
- W4384132255 hasConcept C154945302 @default.
- W4384132255 hasConcept C15744967 @default.
- W4384132255 hasConcept C185592680 @default.
- W4384132255 hasConcept C19417346 @default.
- W4384132255 hasConcept C198531522 @default.
- W4384132255 hasConcept C205649164 @default.
- W4384132255 hasConcept C2775936607 @default.
- W4384132255 hasConcept C41008148 @default.
- W4384132255 hasConcept C43617362 @default.
- W4384132255 hasConcept C89992363 @default.
- W4384132255 hasConceptScore W4384132255C111919701 @default.
- W4384132255 hasConceptScore W4384132255C154945302 @default.
- W4384132255 hasConceptScore W4384132255C15744967 @default.
- W4384132255 hasConceptScore W4384132255C185592680 @default.
- W4384132255 hasConceptScore W4384132255C19417346 @default.
- W4384132255 hasConceptScore W4384132255C198531522 @default.
- W4384132255 hasConceptScore W4384132255C205649164 @default.
- W4384132255 hasConceptScore W4384132255C2775936607 @default.
- W4384132255 hasConceptScore W4384132255C41008148 @default.
- W4384132255 hasConceptScore W4384132255C43617362 @default.
- W4384132255 hasConceptScore W4384132255C89992363 @default.
- W4384132255 hasLocation W43841322551 @default.
- W4384132255 hasOpenAccess W4384132255 @default.
- W4384132255 hasPrimaryLocation W43841322551 @default.
- W4384132255 hasRelatedWork W1618296840 @default.
- W4384132255 hasRelatedWork W1972424065 @default.
- W4384132255 hasRelatedWork W2395628156 @default.
- W4384132255 hasRelatedWork W2542256560 @default.
- W4384132255 hasRelatedWork W2748952813 @default.
- W4384132255 hasRelatedWork W2799142520 @default.
- W4384132255 hasRelatedWork W2899084033 @default.
- W4384132255 hasRelatedWork W3104109796 @default.
- W4384132255 hasRelatedWork W3136955865 @default.
- W4384132255 hasRelatedWork W4252360370 @default.
- W4384132255 isParatext "false" @default.
- W4384132255 isRetracted "false" @default.
- W4384132255 workType "peer-review" @default.