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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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- Construction |
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- Machinery |
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--- |
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<div align="center"> |
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<img width="640" alt="keremberke/excavator-detector" src="https://huggingface.co/datasets/keremberke/excavator-detector/resolve/main/thumbnail.jpg"> |
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</div> |
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### Dataset Labels |
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``` |
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['excavators', 'dump truck', 'wheel loader'] |
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``` |
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### Number of Images |
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```json |
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{'test': 144, 'train': 2245, 'valid': 267} |
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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/excavator-detector", 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/mohamed-sabek-6zmr6/excavators-cwlh0/dataset/3](https://universe.roboflow.com/mohamed-sabek-6zmr6/excavators-cwlh0/dataset/3?ref=roboflow2huggingface) |
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### Citation |
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``` |
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@misc{ excavators-cwlh0_dataset, |
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title = { Excavators Dataset }, |
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type = { Open Source Dataset }, |
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author = { Mohamed Sabek }, |
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howpublished = { \\url{ https://universe.roboflow.com/mohamed-sabek-6zmr6/excavators-cwlh0 } }, |
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url = { https://universe.roboflow.com/mohamed-sabek-6zmr6/excavators-cwlh0 }, |
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journal = { Roboflow Universe }, |
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publisher = { Roboflow }, |
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year = { 2022 }, |
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month = { nov }, |
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note = { visited on 2023-01-16 }, |
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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 April 4, 2022 at 8:56 AM GMT |
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It includes 2656 images. |
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Excavator 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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* Resize to 640x640 (Stretch) |
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No image augmentation techniques were applied. |
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