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Datasets:
keremberke
/
aerial-sheep-object-detection

Tasks:
Object Detection
Tags: roboflow
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Viewer
image_id
int64
0
3.61k
image
imagewidth (px)
600
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width
int32
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height
int32
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sequence
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Roboflow Dataset Page

https://universe.roboflow.com/riis/aerial-sheep/dataset/1

Dataset Labels 

['sheep']

Citation 

@misc{ aerial-sheep_dataset,
    title = { Aerial Sheep Dataset },
    type = { Open Source Dataset },
    author = { Riis },
    howpublished = { \\url{ https://universe.roboflow.com/riis/aerial-sheep } },
    url = { https://universe.roboflow.com/riis/aerial-sheep },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { jun },
    note = { visited on 2023-01-02 },
}

License

Public Domain

Dataset Summary

This dataset was exported via roboflow.com on December 2, 2022 at 4:47 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 unstructured image data
  • annotate, and create datasets
  • export, train, and deploy computer vision models
  • use active learning to improve your dataset over time

It includes 4133 images. Sheep 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 600x600 (Stretch)

The following augmentation was applied to create 3 versions of each source image:

  • 50% probability of horizontal flip
  • 50% probability of vertical flip
  • Randomly crop between 0 and 20 percent of the image
  • Random brigthness adjustment of between -15 and +15 percent
  • Random exposure adjustment of between -10 and +10 percent
Downloads last month
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Edit dataset card
Size of downloaded dataset files:
451 MB
Size of the auto-converted Parquet files:
451 MB
Number of rows:
4,133

Models trained or fine-tuned on keremberke/aerial-sheep-object-detection

Space using keremberke/aerial-sheep-object-detection 1