datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SelvaBox
SelvaBox: A high-resolution dataset for tropical tree crown detection
This is the version of the SelvaBox dataset that has been pre-processed and presented in our SelvaBox paper.
The dataset is made of 14 rasters resampled at 4.5 cm GSD, from three different countries: Brazil, Ecuador and Panama. These rasters were tiled into more than 2400 images. It comprises over 83 000 unique human bounding box annotations for tropical tree crowns in dense canopies.
SelvaBox is used… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/SelvaBox.BCI50ha
Preprocessed BCI50ha Dataset
This version of the BCI50ha dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@article{Vasquez2023,
author = "Vicente Vasquez and Katherine Cushman and Pablo Ramos and Cecilia Williamson and Paulino Villareal and Luisa Fernanda Gomez Correa and Helene C. Muller-Landau",
title = "{Barro Colorado Island 50-ha plot crown maps: manually segmented and instance… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/BCI50ha.BAMForestsOAM-TCD
Preprocessed OAM-TCD Dataset
This version of the OAM-TCD dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@inproceedings{NEURIPS2024_58efdd77,
author = {Veitch-Michaelis, Josh and Cottam, Andrew and Schweizer, Daniella and Broadbent, Eben and Dao, David and Zhang, Ce and Almeyda Zambrano, Angelica and Max, Simeon},
booktitle = {Advances in Neural Information Processing Systems}… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/OAM-TCD.SelvaMaskQuebecTrees
Preprocessed QuebecTrees Dataset
This version of the QuebecTrees dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@dataset{cloutier_2023_8148479,
author = {Cloutier, Myriam and Mickaël Germain and Etienne Laliberté},
title = {Quebec Trees Dataset},
month = sep,
year = 2023,
publisher = {Zenodo},
doi = {10.5281/zenodo.8148479},
url = {https://doi.org/10.5281/zenodo.8148479},
}
Detectree2
Preprocessed Detectree2 Dataset
This version of the Detectree2 dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@misc{ball_2023_8136161,
author = {Ball, James and Jackson, Tobias and Hickman, Sebastian and Koay, Xian Jing},
title = {Crown Data for ``Accurate delineation of individual tree crowns in tropical forests from aerial RGB imagery using Mask R-CNN''},
month = apr… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/Detectree2.NeonTreeEvaluation
Preprocessed NeonTreeEvaluation Dataset
This version of the NeonTreeEvaluation dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@dataset{ben_weinstein_2022_5914554,
author = {Ben Weinstein and Sergio Marconi and Ethan White},
title = {Data for the NeonTreeEvaluation Benchmark},
month = jan,
year = 2022,
publisher = {Zenodo},
version = {0.2.2},
doi = {10.5281/zenodo.5914554}… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/NeonTreeEvaluation.emilia-snac-with-spk-emb-DEzac-sample-datasetemilia-snac-with-spk-emb-FRabdullahemilia-snac-with-spk-emb-DEemilia-snac-with-spk-emb-FRemilia-snac-with-spk-emb-KOljspeechemilia-snac-with-spk-emb-KOsawt-aleen-rawsawt-aleen-encodedsawt-aleen-formattedsawt_sara_rawcanopy-labs