Dataset from "A user-friendly method to get automated pollen analysis from environmental samples". New Phytologist.
View DatasetGimenez, Betty
Description
Dataset used in publication "A user-friendly method to get automated pollen analysis from environmental samples". New Phytologist.This repository contains images from annual pollen trap samples mounted on slides and scanned under light microscopy; image annotation metadata; and the weights of the trained models from the YOLOv5 algorithm, saved after the last training epoch.More details can be found in the README file.
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Metrics Over Time
Publication Details
Subfield
Computer Vision and Pattern Recognition
Field
Computer Science
Domain
Physical Sciences
Confidence Score
46%
Source
Scholar Data Model
Keywords
digital imagesautomated pollen analysisartificial intelligencedeep learningdetectionenvironmental real-world samplesYOLOv5model trained weightsMediterranean areavegetation monitoringclassification