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End of preview. Expand in Data Studio
SamuelM0422/SunDataset

Dataset Labels

['sun']

Number of Images

{'valid': 374, 'test': 184, 'train': 4047}

How to Use

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

ds = load_dataset("SamuelM0422/SunDataset", name="full")
example = ds['train'][0]

Roboflow Dataset Page

https://universe.roboflow.com/samuelm0422/sundetection-bwqjs/dataset/1

Citation

@misc{
                            sundetection-bwqjs_dataset,
                            title = { SunDetection Dataset },
                            type = { Open Source Dataset },
                            author = { SamuelM0422 },
                            howpublished = { \\url{ https://universe.roboflow.com/samuelm0422/sundetection-bwqjs } },
                            url = { https://universe.roboflow.com/samuelm0422/sundetection-bwqjs },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2025 },
                            month = { apr },
                            note = { visited on 2025-04-10 },
                            }

License

CC BY 4.0

Dataset Summary

This dataset was exported via roboflow.com on April 10, 2025 at 4:19 PM 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 and search unstructured image data
  • annotate, and create datasets
  • export, train, and deploy computer vision models
  • use active learning to improve your dataset over time

For state of the art Computer Vision training notebooks you can use with this dataset, visit https://github.com/roboflow/notebooks

To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com

The dataset includes 4605 images. Sun-3Qf4-ywwQ-sun 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)

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 rotation of between -15 and +15 degrees
  • Random shear of between -10° to +10° horizontally and -10° to +10° vertically
  • Random brigthness adjustment of between -15 and +15 percent
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