lwir
Datasets
All datasets matching “lwir”tmp_lwir_image_restoration
LWIR image restoration task inputs (frozen snapshot)
This repository hosts the complete /root/inputs bundle for the
FrontierPhysics task LWIR-image-restoration:
five DARPA IH Dataset ENVI cubes (.bsq + .hdr)
per-scene zenith downwelling spectral radiance (6–14 µm, 4 nm),
computed with libRadtran from nearest-time layered soundings and HITRAN
line-by-line optical depths
the agent-facing DATASET_CARD.md
The cubes are too large for GitHub (each .bsq is 381–687 MB). The task… See the full description on the dataset page: https://huggingface.co/datasets/dccc2025/tmp_lwir_image_restoration.SAE-LWIR
SAE-LWIR: A MODTRAN-Generated Dataset for Atmospheric Compensation in Standoff LWIR Hyperspectral Imaging
Dataset of the paper "Set-Based Transformer for Atmospheric Compensation in Standoff LWIR Hyperspectral Imaging" (IGARSS 2026, Oral).
Fabian Perez, Nicolas Quintero, Jeferson Acevedo, Hoover Rueda-Chacón — Universidad Industrial de Santander, Bucaramanga, Colombia
Project Page · Code · Paper
Description
To the best of our knowledge, this is the first publicly… See the full description on the dataset page: https://huggingface.co/datasets/SemilleroCV/SAE-LWIR.brasa-wildfire-lwir
Brasa — synthetic wildfire LWIR thermal imagery (v1.0)
Labeled synthetic thermal imagery for training and testing wildfire-detection
models — shipped with the evidence that its physics is real, including the
measurement we are worst at.
Real labeled wildfire thermal data is scarce: fires are dangerous to instrument,
aerial campaigns are expensive, and "ground truth" is usually a threshold drawn on
the very pixels a model trains on. Brasa is the synthetic alternative.
Every frame… See the full description on the dataset page: https://huggingface.co/datasets/AY4LA/brasa-wildfire-lwir.T_bottles_final_lwir_1120This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "ur5e_follower",
"total_episodes": 100,
"total_frames": 11831,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:100"},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/sonnyjin/T_bottles_final_lwir_1120.eval_lwir_test__eosoThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "ur5e_follower",
"total_episodes": 2,
"total_frames": 250,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/sonnyjin/eval_lwir_test__eoso.eval_lwir_test_rgb_aeosoThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "ur5e_follower",
"total_episodes": 2,
"total_frames": 321,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/sonnyjin/eval_lwir_test_rgb_aeoso.