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Re-Identification of Rats with Transfer Learning
dc.contributor.author | Molares-Ulloa, Andrés | |
dc.contributor.author | Ortega-Femia, Maria del Rocio | |
dc.contributor.author | Dorado, Julián | |
dc.contributor.author | Pedreira Souto, Nieves | |
dc.contributor.author | Rodriguez, Alvaro | |
dc.date.accessioned | 2023-11-09T17:31:45Z | |
dc.date.available | 2023-11-09T17:31:45Z | |
dc.date.issued | 2023 | |
dc.identifier.uri | http://hdl.handle.net/2183/34133 | |
dc.description | Cursos e Congresos , C-155 | es_ES |
dc.description.abstract | [Abstract] The study of animal behavior in laboratory experiments is key in ethology, ecotoxicology, neuroscience and other fields. Although modern studies use computer imaging techniques, current solutions cannot preserve the identity of multiple individuals in social experiments. Thanks to the use of Transfer Learning we seek to overcome this limitations while maintaining the effectiveness of Deep Learning and reducing its computational times. With this technique we achieved promising results in the re-identification of rats after an occlusion process | es_ES |
dc.description.sponsorship | Grant PID2021-126289OA-I00 funded by MCIN/AEI/10.13039/501100011033 and by ERDF A way of making Europe. CITIC is funded by the Xunta de Galicia through the collaboration agreement between the Consellería de Cultura, Educación, Formación Profesional e Universidades and the Galician universities for the reinforcement of the research centres of the Galician University System (CIGUS) | |
dc.language.iso | eng | es_ES |
dc.publisher | Universidade da Coruña, Servizo de Publicacións | es_ES |
dc.relation | info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-126289OA-I00/ES/TRACKING Y ANÁLISIS DEL COMPORTAMIENTO ANIMAL CON TÉCNICAS DE VISIÓN ARTIFICIAL Y DEEP LEARNING | es_ES |
dc.relation.uri | https://doi.org/10.17979/spudc.000024.44 | |
dc.rights | Attribution 4.0 International (CC BY 4.0) | es_ES |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-sa/4.0/deed.es | * |
dc.subject | Ratas de laboratorio | es_ES |
dc.subject | Aprendizaje profundo | es_ES |
dc.subject | Transferencia del conocimiento | es_ES |
dc.subject | Transfer learning | es_ES |
dc.subject | Deep learning | es_ES |
dc.subject | Laboratory rats | es_ES |
dc.title | Re-Identification of Rats with Transfer Learning | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
UDC.startPage | 289 | es_ES |
UDC.endPage | 295 | es_ES |
UDC.conferenceTitle | VI Congreso Xove TIC: impulsando el talento científico. Octubre, 2023, A Coruña | es_ES |