Beyond Matching to Tiles: Bridging Unaligned Aerial and Satellite Views for Vision-Only UAV Navigation
Paper β’ 2603.22153 β’ Published
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
for split_generator in builder._split_generators(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/folder_based_builder/folder_based_builder.py", line 246, in _split_generators
raise ValueError(
ValueError: `file_name`, `*_file_name`, `file_names` or `*_file_names` must be present as dictionary key in metadata files
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Bearing-UAV-90K is a multi-city dataset for vision-only UAV geo-localization and navigation under GNSS-denied conditions.
It is designed to go beyond the conventional matching-to-tile (M2T) paradigm by supporting position and heading regression from cross-view UAV and satellite imagery, enabling end-to-end navigation.
For more details, please refer to our paper https://arxiv.org/abs/2603.22153 and github https://github.com/liukejia121/bearinguav.
Bearing_UAV_90K/
β
βββ city_rsi/ # 4 large remote sensing images
β
βββ citya/
β βββ uav_254k_37bc_b15_s100/ # UAV-view patches + JSON
β βββ sat_254k_37bc_b15_s100/ # Satellite patches + tiles
β βββ rawmetadata.csv
β
βββ cityb/
βββ cityc/
βββ cityd/
β
βββ c4m_254k_96bc_b15_s100_v3d/ # U-S cross-view index
β βββ metadata/metadata.csv
β
βββ c4m_254k_96bc_b15_s100/ # S-S reference index
β
βββ c1_254k_96bc_b15_s1_v3d/ # Tiny multi-city demo
βββ c1_254k_96bc_b15_s1/
βββ c1_254k_37bc_b15_s1_v3d/