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Datasets:
keremberke
/
excavator-detector

Tasks:
Object Detection
Modalities:
Image
Text
Size:
1K - 10K
Tags:
roboflow
roboflow2huggingface
Manufacturing
Construction
Machinery
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Dataset card Viewer Files Community
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Auto-converted to Parquet
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Search is not available for this dataset
image_id
int64
0
2.24k
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imagewidth (px)
640
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int32
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height
int32
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End of preview. Expand in Dataset Viewer.
keremberke/excavator-detector

Dataset Labels 

['excavators', 'dump truck', 'wheel loader']

Number of Images 

{'test': 144, 'train': 2245, 'valid': 267}

How to Use 

pip install datasets
  • Load the dataset:
from datasets import load_dataset

ds = load_dataset("keremberke/excavator-detector", name="full")
example = ds['train'][0]

Roboflow Dataset Page

https://universe.roboflow.com/mohamed-sabek-6zmr6/excavators-cwlh0/dataset/3

Citation 

@misc{ excavators-cwlh0_dataset,
    title = { Excavators Dataset },
    type = { Open Source Dataset },
    author = { Mohamed Sabek },
    howpublished = { \\url{ https://universe.roboflow.com/mohamed-sabek-6zmr6/excavators-cwlh0 } },
    url = { https://universe.roboflow.com/mohamed-sabek-6zmr6/excavators-cwlh0 },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-01-16 },
}

License

CC BY 4.0

Dataset Summary

This dataset was exported via roboflow.ai on April 4, 2022 at 8:56 AM GMT

It includes 2656 images. Excavator are annotated in COCO format.

The following pre-processing was applied to each image:

  • Auto-orientation of pixel data (with EXIF-orientation stripping)
  • Resize to 640x640 (Stretch)

No image augmentation techniques were applied.

Downloads last month
61
Size of downloaded dataset files:
193 MB
Size of the auto-converted Parquet files:
194 MB
Number of rows:
2,665