license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# FireClassificationTrainingData

tags: Classification, Wildfire Prediction, Image Recognition

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'FireClassificationTrainingData' CSV dataset is designed for machine learning purposes to classify images into different types of fire-related events. Each row represents an image file with associated metadata and a label indicating the type of fire event depicted in the image.


**CSV Content Preview:**

```

image_id,image_path,image_description,labels

001,forest_fire_2023.jpg,"A close-up of flames engulfing a forest area during night time.",["Nighttime Forest Fire"]

002,wildfire_2023.jpg,"A wildfire spreading across a grassland with winds blowing the flames.",["Grassland Wildfire"]

003,industrial_fire_2023.jpg,"An industrial setting with a fire emergency, with people evacuating the area.",["Industrial Fire"]

004,residential_fire_2023.jpg,"A house engulfed in flames, with the fire spreading to the nearby tree.",["Residential Fire"]

005,oil_rig_fire_2023.jpg,"A high-rise oil rig on fire, with smoke billowing into the sky.",["Oil Rig Fire"]

```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'fire':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=fire&dataset=FireClassificationTrainingData&tags=Classification,+Wildfire+Prediction,+Image+Recognition
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
