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--- |
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task_categories: |
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- object-detection |
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tags: |
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- roboflow |
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- roboflow2huggingface |
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dataset_info: |
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features: |
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- name: image_id |
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dtype: int64 |
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- name: image |
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dtype: image |
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- name: width |
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dtype: int32 |
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- name: height |
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dtype: int32 |
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- name: objects |
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sequence: |
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- name: id |
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dtype: int64 |
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- name: area |
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dtype: int64 |
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- name: bbox |
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sequence: float32 |
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length: 4 |
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- name: category |
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dtype: |
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class_label: |
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names: |
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'0': plume |
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'1': summit |
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splits: |
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- name: train |
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num_bytes: 29846342.127 |
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num_examples: 1211 |
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- name: validation |
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num_bytes: 7311174.0 |
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num_examples: 294 |
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- name: test |
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num_bytes: 12048406.0 |
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num_examples: 456 |
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download_size: 49324639 |
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dataset_size: 49205922.127000004 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: validation |
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path: data/validation-* |
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- split: test |
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path: data/test-* |
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--- |
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|
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<div align="center"> |
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<img width="640" alt="edouard-rolland/volcanic-plumes" src="https://huggingface.co/datasets/edouard-rolland/volcanic-plumes/resolve/main/thumbnail.jpg"> |
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</div> |
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### Dataset Labels |
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|
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``` |
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['plume', 'summit'] |
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``` |
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### Number of Images |
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|
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```json |
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{'valid': 294, 'test': 456, 'train': 1211} |
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``` |
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### How to Use |
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|
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- Install [datasets](https://pypi.org/project/datasets/): |
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|
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```bash |
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pip install datasets |
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``` |
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|
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- Load the dataset: |
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|
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```python |
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from datasets import load_dataset |
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ds = load_dataset("edouard-rolland/volcanic-plumes", name="full") |
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example = ds['train'][0] |
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``` |
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|
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### Roboflow Dataset Page |
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[https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs/dataset/1](https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs/dataset/1?ref=roboflow2huggingface) |
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|
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### Citation |
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|
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``` |
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@misc{ hiddenproject-wndzs_dataset, |
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title = { HiddenProject Dataset }, |
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type = { Open Source Dataset }, |
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author = { EdouardRolland }, |
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howpublished = { \\url{ https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs } }, |
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url = { https://universe.roboflow.com/edouardrolland/hiddenproject-wndzs }, |
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journal = { Roboflow Universe }, |
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publisher = { Roboflow }, |
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year = { 2024 }, |
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month = { feb }, |
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note = { visited on 2024-02-01 }, |
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} |
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``` |
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|
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### License |
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CC BY 4.0 |
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|
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### Dataset Summary |
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This dataset was exported via roboflow.com on February 1, 2024 at 9:57 AM GMT |
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Roboflow is an end-to-end computer vision platform that helps you |
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* collaborate with your team on computer vision projects |
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* collect & organize images |
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* understand and search unstructured image data |
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* annotate, and create datasets |
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* export, train, and deploy computer vision models |
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* use active learning to improve your dataset over time |
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For state of the art Computer Vision training notebooks you can use with this dataset, |
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visit https://github.com/roboflow/notebooks |
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To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com |
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The dataset includes 1961 images. |
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Plume are annotated in COCO format. |
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The following pre-processing was applied to each image: |
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No image augmentation techniques were applied. |
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