Tree species annotations for deep learning
收藏NIAID Data Ecosystem2026-03-14 收录
下载链接：
https://zenodo.org/record/7528565
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资源简介：
The dataset contains >10,000 labeled tree species and the model weights for tree species detection. Format: Image tiles (.twf) with a 256 × 256 pixel size stride in the PASCAL VOC format. The labels are saved as a .xml. The RGB orthophotos are open source and can be accessed at: https://www.swisstopo.admin.ch/de/geodata/images/ortho/swissimage10.html.
The methodology used to create the data is presented in Beloiu et al. 2023, Individual tree-crown detection and species identification in heterogeneous forests using aerial RGB imagery and deep learning, Remote sensing.
Table 1. Tree species and the number of labels available for them.
Scientific name
Common name
Class
Total
Picea abies
Norway spruce
10
3459
Abies alba
Silver fir
11
2375
Pinus sylvestris
Scots pine
15
599
Fagus sylvatica
European beech
50
4181
Total
10614
创建时间：
2023-03-07
