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YOLOv8 performance across habitats before and after hyperparameter tuning.

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اقرأ أكثر حفظ في قائمتي

المؤلفون: Parminder Kaur; Anna Grassi; Federica Bonini; Barbara Valle; Marina Serena Borgatti; Giovanni Rivieccio; Agnese Denaro; Leopoldo de Simone; Emanuele Fanfarillo; Paolo Remagnino
الموضوع:
Ecology; Environmental Sciences not elsewhere classified; Biological Sciences not elsewhere classified; study quantitatively evaluates; relatively little research; overall ecosystem health; object &# 8217; artificial vision models; applying class balancing; four habitat datasets; cascade rcnn ); identifying plant species; deformable detr ); achieve better performance; natural habitats play; natural environments; four habitats; faster rcnn; work includes; widely used; two transformer; several applications; preserving biodiversity; one way; obtained results; mediterranean flora; hyperparameter tuning; human operators; extensive experimentation; exact location
نوع التسجيلة:
dataset
اللغة:
unknown

معلومة اضافية
- الموضوع:
  2025
- Collection:
  Bath Spa University: Figshare
- نبذة مختصرة :
  YOLOv8 performance across habitats before and after hyperparameter tuning.
- Relation:
  https://figshare.com/articles/dataset/YOLOv8_performance_across_habitats_before_and_after_hyperparameter_tuning_/30066442
- الرقم المعرف:
  10.1371/journal.pone.0327969.t008
- الدخول الالكتروني :
  https://doi.org/10.1371/journal.pone.0327969.t008
  https://figshare.com/articles/dataset/YOLOv8_performance_across_habitats_before_and_after_hyperparameter_tuning_/30066442
- Rights:
  CC BY 4.0
- الرقم المعرف:
  edsbas.8010085A

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