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image_id (int64)image (image)width (int32)height (int32)objects (sequence)
101
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End of preview (truncated to 100 rows)
fcakyon/crack-instance-segmentation

Dataset Labels

['cracks-and-spalling', 'object']

Number of Images

{'valid': 73, 'test': 37, 'train': 323}

How to Use

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

ds = load_dataset("fcakyon/crack-instance-segmentation", name="full")
example = ds['train'][0]

Roboflow Dataset Page

https://universe.roboflow.com/palmdetection-1cjxw/crack_detection_experiment/dataset/5

Citation

@misc{ 400-img_dataset,
    title = { 400 img Dataset },
    type = { Open Source Dataset },
    author = { Master dissertation },
    howpublished = { \\url{ https://universe.roboflow.com/master-dissertation/400-img } },
    url = { https://universe.roboflow.com/master-dissertation/400-img },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { dec },
    note = { visited on 2023-01-14 },
}

License

CC BY 4.0

Dataset Summary

This dataset was exported via roboflow.com on January 14, 2023 at 10:08 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 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 433 images. Crack-spall are annotated in COCO format.

The following pre-processing was applied to each image:

No image augmentation techniques were applied.

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