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