Updated links to new dataset viewer pre-defined queries

README.md

@@ -86,13 +86,13 @@ The `BigEarthNet.txt.parquet` file contains multiple attributes:
 - `input`: The instruction or question for the VLM.
 - `output`: The reference answer.
 - `type`: The broader task-type of the sample, i.e., `binary`, `mcq`, `captioning`, or `bounding box`.
-- `category`: The more fine-grained task-type. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/8okbuKf) for all type-category combinations.
+- `category`: The more fine-grained task-type. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/KzrmYgF) for all type-category combinations.
 - `split`: The associated split of the sample, i.e., `train`, `validation`, `test`, or `bench`.
 - `latitude`: The latitude coordinates of the center of the image patch.
 - `longitude`: The longitude coordinates of the center of the image patch.
-- `country`: The acquisition country of the image patch. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/2VjTg9F) for all available values.
-- `season`: The acquisition season of the image patch. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/HBlGRnW) for all available values.
-- `climate_zone`: The associated [Köppen-Geiger](https://www.nature.com/articles/s41597-023-02549-6) climate zone. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/3xLT8_u) for all available values.
+- `country`: The acquisition country of the image patch. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/yn1wpPS) for all available values.
+- `season`: The acquisition season of the image patch. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/m59YuRc) for all available values.
+- `climate_zone`: The associated [Köppen-Geiger](https://www.nature.com/articles/s41597-023-02549-6) climate zone. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/SUU1DwA) for all available values.
 
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ben_txt_datamodule.py

@@ -372,10 +372,10 @@ class BENTxTDataModule(pl.LightningDataModule):
             upsample_mode: Interpolation mode for resizing ('nearest', 'bilinear', 'bicubic', etc.).
                 Default: 'nearest'.
             types: Optional filter for annotation types (e.g., 'binary', 'mcq', 'captioning', 'bounding box').
-            categories: Optional filter for annotation categories. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/8okbuKf) for possible type-category combinations or retrieve them by yourself using some kind of database tool on the Parquet file.
+            categories: Optional filter for annotation categories. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/KzrmYgF) for possible type-category combinations or retrieve them by yourself using some kind of database tool on the Parquet file.
             countries: Optional filter for acquisition countries (e.g., 'Austria', 'Belgium', 'Finland', 'Ireland', 'Kosovo', 'Lithuania', 'Luxembourg', 'Portugal', 'Serbia', 'Switzerland').
             seasons: Optional filter for seasons (e.g., 'Spring', 'Summer', 'Fall', 'Winter').
-            climate_zones: Optional filter for climate zones. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/3xLT8_u) for possible climate_zones values or retrieve them by yourself using some kind of database tool on the Parquet file. 
+            climate_zones: Optional filter for climate zones. See [here](https://huggingface.co/datasets/BIFOLD-BigEarthNetv2-0/BigEarthNet.txt/sql-console/SUU1DwA) for possible climate_zones values or retrieve them by yourself using some kind of database tool on the Parquet file. 
             transform: Optional torchvision transform to apply to images.
             num_workers_dataloader: Number of worker processes for DataLoaders (default: 4).
                 Set to 0 to disable multiprocessing.