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Datasets:
lipi17
/
Building-Cracks-Merged

Tasks:
Object Detection
Tags:
roboflow
roboflow2huggingface
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The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    FileNotFoundError
Message:      Couldn't find a dataset script at /src/services/worker/lipi17/Building-Cracks-Merged/Building-Cracks-Merged.py or any data file in the same directory. Couldn't find 'lipi17/Building-Cracks-Merged' on the Hugging Face Hub either: FileNotFoundError: No (supported) data files or dataset script found in lipi17/Building-Cracks-Merged. 
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 65, in compute_config_names_response
                  for config in sorted(get_dataset_config_names(path=dataset, token=hf_token))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 351, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1508, in dataset_module_factory
                  raise FileNotFoundError(
              FileNotFoundError: Couldn't find a dataset script at /src/services/worker/lipi17/Building-Cracks-Merged/Building-Cracks-Merged.py or any data file in the same directory. Couldn't find 'lipi17/Building-Cracks-Merged' on the Hugging Face Hub either: FileNotFoundError: No (supported) data files or dataset script found in lipi17/Building-Cracks-Merged.

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lipi17/building-cracks-merged

Dataset Labels 

['crack', 'stairstep_crack']

Number of Images 

{'test': 11, 'valid': 433, 'train': 947}

How to Use 

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

ds = load_dataset("lipi17/building-cracks-merged", name="full")
example = ds['train'][0]

Roboflow Dataset Page

https://universe.roboflow.com/lipi-deepaakshi-patnaik-ktyz8/merged-building-cracks/dataset/1

Citation 

@misc{ merged-building-cracks_dataset,
    title = { Merged-Building-Cracks Dataset },
    type = { Open Source Dataset },
    author = { Lipi Deepaakshi Patnaik },
    howpublished = { \\url{ https://universe.roboflow.com/lipi-deepaakshi-patnaik-ktyz8/merged-building-cracks } },
    url = { https://universe.roboflow.com/lipi-deepaakshi-patnaik-ktyz8/merged-building-cracks },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { oct },
    note = { visited on 2023-10-21 },
}

License

MIT

Dataset Summary

This dataset was exported via roboflow.com on October 21, 2023 at 12:21 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 1391 images. Cracks 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)

No image augmentation techniques were applied.

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