keremberke/yolov5m-aerial-sheep
Object Detection
•
Updated
•
872
•
2
Search is not available for this dataset
image_id
int64 0
3.61k
| image
imagewidth (px) 600
600
| width
int32 600
600
| height
int32 600
600
| objects
sequence |
|---|---|---|---|---|
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End of preview. Expand
in Dataset Viewer.
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
- 49
Size of downloaded dataset files:
451 MB
Size of the auto-converted Parquet files:
451 MB
Number of rows:
4,133