Imaging · dataset · 2025
Bright
Listed in Hugging Face Datasets
Description
Overview BRIGHT is the first open-access, globally distributed, event-diverse multimodal dataset specifically curated to support AI-based disaster response. It covers five types of natural disasters and two types of man-made disasters across 14 regions worldwide, with a particular focus on developing countries. About 4,200 paired optical and SAR images containing over 380,000 building instances in BRIGHT, with a spatial resolution between 0.3 and 1 meters, provides detailed representations… See the full description on the dataset page: huggingface.co/datasets/Kullervo/BRIGHT.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Kullervo/BRIGHT ↗
landing page · from Hugging Face
- DOI doi.org/10.57967/hf/6963 ↗
DOI / persistent id · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Kullervo/BRIGHT ↗
metadata API · from Hugging Face
Topics
- Stated by source
- feature extraction · geospatial · image · image segmentation · mask generation · object detection · zero shot classification · zero shot object detection
- From keywords
- Artificial intelligence · Computer Science & AI · Photogrammetry and remote sensing · Satellite remote sensing
- Inferred from text
- Image 65%
Provenance · 1 source records, 18 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Kullervo/BRIGHT | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:geospatial | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:remote-sensing | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['earth-observation'] |
| concepts[task].hf_task:feature-extraction | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-segmentation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:mask-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:object-detection | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:zero-shot-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:zero-shot-object-detection | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |