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Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity
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| Published in: | Remote Sensing in Ecology and Conservation |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1869300519696072704 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Remote Sensing in Ecology and Conservation |
| description | |
| discipline_display | Zoology |
| discipline_facet | Zoology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:96909 |
| institution | FRELIP |
| journal_source_facet | Remote Sensing in Ecology and Conservation |
| last_indexed | 2026-06-29T03:31:35.218Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity Zoology General Zoology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Zoology General Zoology |
| subject_facet | Zoology General Zoology |
| title | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| title_alt | El análisis ecológico basado en aprendizaje profundo de imágenes de cámaras trampa se ve afectado por la calidad y cantidad de los datos de entrenamiento L'analyse écologique basée sur l'apprentissage profond des images de pièges photographiques est impactée par la qualité et la quantité des données d'entraînement A análise ecológica baseada em aprendizado profundo de imagens de armadilhas fotográficas é impactada pela qualidade e quantidade dos dados de treinamento |
| title_auth | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| title_es_txt | El análisis ecológico basado en aprendizaje profundo de imágenes de cámaras trampa se ve afectado por la calidad y cantidad de los datos de entrenamiento |
| title_fr_txt | L'analyse écologique basée sur l'apprentissage profond des images de pièges photographiques est impactée par la qualité et la quantité des données d'entraînement |
| title_full | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| title_fullStr | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| title_full_unstemmed | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| title_pt_txt | A análise ecológica baseada em aprendizado profundo de imagens de armadilhas fotográficas é impactada pela qualidade e quantidade dos dados de treinamento |
| title_short | Deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| title_sort | deep learning‐based ecological analysis of camera trap images is impacted by training data quality and quantity |
| topic | Zoology General Zoology |
| url | https://zslpublications.onlinelibrary.wiley.com/doi/10.1002/rse2.70052?af=R |