This repository provides companion datasets to "Floralens: a Deep Learning Model for the Portuguese Native Flora".
Dataset |
Description |
# Species |
# Images |
Floralens dataset |
Images used for training and testing the Floralens model. |
1,678 |
293,601 |
PlantCLEF dataset |
Images from the PlantCLEF dataset |
1,593 |
10,000 |
Wikipedia dataset |
Wikipedia images |
1,351 |
1,351 |
floralens/floralens_dataset.tsv
TSV Field |
Description |
species |
Plant species. |
filename |
Filename. |
url |
URL for download. |
source_url |
Source URL. |
set |
Data split: TRAIN , VALIDATION and TEST . |
repos |
Repository: FloraOn , iNaturalist , Observation.org , or Pl@ntNet |
gbif-id |
GBIF id or NA (not applicable) for FloraOn images. |
Notes:
TRAIN
and VALIDATION
images were
used for deriving the Floralens model using Google AutoML Vision. TEST
images define the Floralens test suite (FLTS).
plantclef/plantclef_dataset.tsv
TSV Field |
Description |
species |
Plant species. |
filename |
Filename. |
url |
URL for download. |
source_url |
Source URL. |
Download
TSV Field |
Description |
species |
Plant species. |
filename |
Filename. |
url |
URL for download. |
source_url |
Source URL. |
TSV Field |
Description |
filename |
Filename. |
species |
Plant species (ground truth). |
rank1 |
Rank 1 (highest confidence label). |
c1 |
Confidence for rank 1 (0 to 1). |
rank2 |
Rank 2. |
c2 |
Confidence for rank 2. |
rank3 |
Rank 3. |
c3 |
Confidence for rank 3. |
rank4 |
Rank 4. |
c4 |
Confidence for rank 4. |
rank5 |
Rank 5. |
c5 |
Confidence for rank 5. |
Floralens test suite (FLTS)