GRASP-125: A Dataset for Greek Vascular Plants Recognition in Natural Environment

GReek vAScular Plants (GRASP) dataset: a set of images for the automatic identification of vascular plants of Greece, as part of Advent project aiming to enhance visitors’ experience in National Parks of central Greece, in the context of promoting ecotourism.
The dataset includes images of 125 plant species, some collected from the authors (from the field) and other with crawling aproaches by exploiting the YANDEX search engine.

Download the entire dataset (.zip), Download File.
The classes presenting file (.csv): Download File.

Some sample image of the dataset.

Images from the Internet. Some sample image of the dataset.

Datset description figures.

Images from the Internet. Images from the Internet.
Images from the field. Images from the field.
All images shorted. All images shorted.

ML training description figures.

Confusion matrix of 125 classes. Confusion matrix of 125 classes.
The 20 classes in which EfficientNetB4 performs poorly. The 20 classes in which EfficientNetB4 performs poorly.
Confusion matrix of 20 classes in which EfficientNetB4 performs poorly. Confusion matrix of 20 classes in which EfficientNetB4 performs poorly.

Please cite this work as:
Kritsis, K., Kiourt, C., Stamouli, S., Sevetlidis, V., Solomou, D.A., Karetsos, G., Katsouros, V. and Pavlidis, G., (2021), GRASP-125: A Dataset for Greek Vascular PlantsRecognition in Natural Environment, Sustainability, (to Appear).
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