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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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- Manufacturing |
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--- |
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<div align="center"> |
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<img width="640" alt="keremberke/protective-equipment-detection" src="https://huggingface.co/datasets/keremberke/protective-equipment-detection/resolve/main/thumbnail.jpg"> |
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</div> |
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### Dataset Labels |
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``` |
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['glove', 'goggles', 'helmet', 'mask', 'no_glove', 'no_goggles', 'no_helmet', 'no_mask', 'no_shoes', 'shoes'] |
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``` |
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### Number of Images |
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```json |
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{'valid': 3570, 'test': 1935, 'train': 6473} |
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``` |
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### How to Use |
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- Install [datasets](https://pypi.org/project/datasets/): |
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```bash |
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pip install datasets |
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``` |
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- Load the dataset: |
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```python |
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from datasets import load_dataset |
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ds = load_dataset("keremberke/protective-equipment-detection", name="full") |
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example = ds['train'][0] |
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``` |
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### Roboflow Dataset Page |
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[https://universe.roboflow.com/personal-protective-equipment/ppes-kaxsi/dataset/7](https://universe.roboflow.com/personal-protective-equipment/ppes-kaxsi/dataset/7?ref=roboflow2huggingface) |
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### Citation |
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``` |
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@misc{ ppes-kaxsi_dataset, |
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title = { PPEs Dataset }, |
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type = { Open Source Dataset }, |
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author = { Personal Protective Equipment }, |
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howpublished = { \\url{ https://universe.roboflow.com/personal-protective-equipment/ppes-kaxsi } }, |
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url = { https://universe.roboflow.com/personal-protective-equipment/ppes-kaxsi }, |
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journal = { Roboflow Universe }, |
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publisher = { Roboflow }, |
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year = { 2022 }, |
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month = { jul }, |
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note = { visited on 2023-01-18 }, |
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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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### Dataset Summary |
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This dataset was exported via roboflow.ai on July 7, 2022 at 3:49 PM GMT |
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It includes 11978 images. |
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Ppe-equipements are annotated in COCO format. |
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The following pre-processing was applied to each image: |
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* Auto-orientation of pixel data (with EXIF-orientation stripping) |
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No image augmentation techniques were applied. |
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