---
task_categories:
- object-detection
tags:
- roboflow
- roboflow2huggingface
dataset_info:
  features:
  - name: image_id
    dtype: int64
  - name: image
    dtype: image
  - name: width
    dtype: int32
  - name: height
    dtype: int32
  - name: objects
    sequence:
    - name: id
      dtype: int64
    - name: area
      dtype: int64
    - name: bbox
      sequence: float32
      length: 4
    - name: category
      dtype:
        class_label:
          names:
            '0': plume
            '1': summit
  splits:
  - name: train
    num_bytes: 29846342.127
    num_examples: 1211
  - name: validation
    num_bytes: 7311174.0
    num_examples: 294
  - name: test
    num_bytes: 12048406.0
    num_examples: 456
  download_size: 49324639
  dataset_size: 49205922.127000004
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---

<div align="center">
  <img width="640" alt="edouard-rolland/volcanic-plumes" src="https://huggingface.co/datasets/edouard-rolland/volcanic-plumes/resolve/main/thumbnail.jpg">
</div>

### Dataset Labels

```
['plume', 'summit']
```


### Number of Images

```json
{'valid': 294, 'test': 456, 'train': 1211}
```


### How to Use

- Install [datasets](https://pypi.org/project/datasets/):

```bash
pip install datasets
```

- Load the dataset:

```python
from datasets import load_dataset

ds = load_dataset("edouard-rolland/volcanic-plumes", name="full")
example = ds['train'][0]
```

### Roboflow Dataset Page
[https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs/dataset/1](https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs/dataset/1?ref=roboflow2huggingface)

### Citation

```
@misc{ hiddenproject-wndzs_dataset,
    title = { HiddenProject Dataset },
    type = { Open Source Dataset },
    author = { EdouardRolland },
    howpublished = { \\url{ https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs } },
    url = { https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2024 },
    month = { feb },
    note = { visited on 2024-02-01 },
}
```

### License
CC BY 4.0

### Dataset Summary
This dataset was exported via roboflow.com on February 1, 2024 at 9:57 AM GMT

Roboflow is an end-to-end computer vision platform that helps you
* collaborate with your team on computer vision projects
* collect & organize images
* understand and search unstructured image data
* annotate, and create datasets
* export, train, and deploy computer vision models
* use active learning to improve your dataset over time

For state of the art Computer Vision training notebooks you can use with this dataset,
visit https://github.com/roboflow/notebooks

To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com

The dataset includes 1961 images.
Plume are annotated in COCO format.

The following pre-processing was applied to each image:

No image augmentation techniques were applied.