---
dataset_info:
- config_name: default
  features:
  - name: image
    dtype: image
  - name: file_name
    dtype: string
  - name: text
    dtype: string
  - name: scenario
    dtype: string
  splits:
  - name: train
    num_examples: 82842
  download_size: 2976494482
  dataset_size: 2976494482
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- image-to-text
language:
- en
tags:
- image-captioning
- fire
- smoke
- safety
- computer-vision
size_categories:
- 10K<n<100K
arxiv: 2609.07823
---

# SAFIRE 83K Captioned Images

SAFIRE 83K is an image-caption dataset covering 20 fire-smoke relevant scenarios.

Each row contains the embedded image, its English caption, the original relative file name, and a normalized scenario label.

## Usage

```python
from datasets import load_dataset

ds = load_dataset("RISys-Lab/SAFIRE_83K", split="train")
print(ds[0]["image"])
print(ds[0]["file_name"])
print(ds[0]["text"])
print(ds[0]["scenario"])
```

## Fields

- `image`: embedded image bytes decoded by Hugging Face Datasets.
- `file_name`: original relative path from the ImageFolder version.
- `text`: English image caption.
- `scenario`: normalized scenario label.

## Statistics

- Images: 82,842
- Scenarios: 20
- Parquet shards: 6

| Scenario | Images |
|---|---:|
| Aerospace_Operation | 3,839 |
| Barbecue | 6,187 |
| Campfire_Bonfire | 5,560 |
| Candle | 4,043 |
| Explosion | 3,924 |
| Firework | 6,105 |
| Flare_Stack | 2,298 |
| Forest_Scene | 5,151 |
| Gas_Stove | 5,015 |
| Incense | 4,970 |
| Metal_Forging | 2,963 |
| Meteor | 2,636 |
| Open_Grassland | 4,912 |
| Residential_Fire | 4,280 |
| Sky_Lantern_Hot_Balloon | 1,510 |
| Smoking | 4,000 |
| Torch | 2,922 |
| Vehicle_Fire | 1,616 |
| Volcano | 5,609 |
| Waste_Disposal_Scene | 5,302 |