metadata
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
num_examples: 294
- name: test
num_bytes: 12048406
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-*
Dataset Labels
['plume', 'summit']
Number of Images
{'valid': 294, 'test': 456, 'train': 1211}
How to Use
- Install datasets:
pip install datasets
- Load the dataset:
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
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.