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Datasets:
senthilsk
/
crack_detection_dataset

Tasks:
Object Detection
Tags:
roboflow
roboflow2huggingface
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senthilsk commited on
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dataset uploaded by roboflow2huggingface package

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Files changed (10) hide show
  1. README.dataset.txt +2 -2
  2. README.md +20 -17
  3. README.roboflow.txt +10 -7
  4. crack_detection_dataset.py +10 -10
  5. data/test.zip +2 -2
  6. data/train.zip +2 -2
  7. data/valid-mini.zip +2 -2
  8. data/valid.zip +2 -2
  9. split_name_to_num_samples.json +1 -1
  10. thumbnail.jpg +2 -2
README.dataset.txt CHANGED
@@ -1,5 +1,5 @@
1
- # crack detection > 2022-06-28 7:24pm
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- https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi
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4
  Provided by a Roboflow user
5
  License: CC BY 4.0
 
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+ # detr_crack_dataset > 2024-01-09 9:29am
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+ https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset
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4
  Provided by a Roboflow user
5
  License: CC BY 4.0
README.md CHANGED
@@ -14,14 +14,14 @@ tags:
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  ### Dataset Labels
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16
  ```
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- ['crack']
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  ```
19
 
20
 
21
  ### Number of Images
22
 
23
  ```json
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- {'valid': 477, 'test': 244, 'train': 1673}
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  ```
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@@ -43,22 +43,22 @@ example = ds['train'][0]
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  ```
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  ### Roboflow Dataset Page
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- [https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi/dataset/1](https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi/dataset/1?ref=roboflow2huggingface)
47
 
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  ### Citation
49
 
50
  ```
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- @misc{ crack-detection-ol3yi_dataset,
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- title = { crack detection Dataset },
53
  type = { Open Source Dataset },
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- author = { crack },
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- howpublished = { \\url{ https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi } },
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- url = { https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi },
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  journal = { Roboflow Universe },
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  publisher = { Roboflow },
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- year = { 2022 },
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- month = { jun },
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- note = { visited on 2024-01-08 },
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  }
63
  ```
64
 
@@ -66,22 +66,25 @@ example = ds['train'][0]
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  CC BY 4.0
67
 
68
  ### Dataset Summary
69
- This dataset was exported via roboflow.com on October 29, 2022 at 1:20 AM GMT
70
 
71
  Roboflow is an end-to-end computer vision platform that helps you
72
  * collaborate with your team on computer vision projects
73
  * collect & organize images
74
- * understand unstructured image data
75
  * annotate, and create datasets
76
  * export, train, and deploy computer vision models
77
  * use active learning to improve your dataset over time
78
 
79
- It includes 2394 images.
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- Crack are annotated in COCO format.
 
 
 
 
 
81
 
82
  The following pre-processing was applied to each image:
83
- * Auto-orientation of pixel data (with EXIF-orientation stripping)
84
- * Resize to 200x200 (Stretch)
85
 
86
  No image augmentation techniques were applied.
87
 
 
14
  ### Dataset Labels
15
 
16
  ```
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+ ['crack', 'mold', 'peeling_paint', 'stairstep_crack', 'water_seepage']
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  ```
19
 
20
 
21
  ### Number of Images
22
 
23
  ```json
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+ {'valid': 462, 'test': 225, 'train': 2263}
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  ```
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27
 
 
43
  ```
44
 
45
  ### Roboflow Dataset Page
46
+ [https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset/dataset/1](https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset/dataset/1?ref=roboflow2huggingface)
47
 
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  ### Citation
49
 
50
  ```
51
+ @misc{ detr_crack_dataset_dataset,
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+ title = { detr_crack_dataset Dataset },
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  type = { Open Source Dataset },
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+ author = { objectdetection },
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+ howpublished = { \\url{ https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset } },
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+ url = { https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset },
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  journal = { Roboflow Universe },
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  publisher = { Roboflow },
59
+ year = { 2024 },
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+ month = { jan },
61
+ note = { visited on 2024-01-09 },
62
  }
63
  ```
64
 
 
66
  CC BY 4.0
67
 
68
  ### Dataset Summary
69
+ This dataset was exported via roboflow.com on January 9, 2024 at 4:01 AM GMT
70
 
71
  Roboflow is an end-to-end computer vision platform that helps you
72
  * collaborate with your team on computer vision projects
73
  * collect & organize images
74
+ * understand and search unstructured image data
75
  * annotate, and create datasets
76
  * export, train, and deploy computer vision models
77
  * use active learning to improve your dataset over time
78
 
79
+ For state of the art Computer Vision training notebooks you can use with this dataset,
80
+ visit https://github.com/roboflow/notebooks
81
+
82
+ To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
83
+
84
+ The dataset includes 2950 images.
85
+ Cracks-AX10-cracks are annotated in COCO format.
86
 
87
  The following pre-processing was applied to each image:
 
 
88
 
89
  No image augmentation techniques were applied.
90
 
README.roboflow.txt CHANGED
@@ -1,23 +1,26 @@
1
 
2
- crack detection - v1 2022-06-28 7:24pm
3
  ==============================
4
 
5
- This dataset was exported via roboflow.com on October 29, 2022 at 1:20 AM GMT
6
 
7
  Roboflow is an end-to-end computer vision platform that helps you
8
  * collaborate with your team on computer vision projects
9
  * collect & organize images
10
- * understand unstructured image data
11
  * annotate, and create datasets
12
  * export, train, and deploy computer vision models
13
  * use active learning to improve your dataset over time
14
 
15
- It includes 2394 images.
16
- Crack are annotated in COCO format.
 
 
 
 
 
17
 
18
  The following pre-processing was applied to each image:
19
- * Auto-orientation of pixel data (with EXIF-orientation stripping)
20
- * Resize to 200x200 (Stretch)
21
 
22
  No image augmentation techniques were applied.
23
 
 
1
 
2
+ detr_crack_dataset - v1 2024-01-09 9:29am
3
  ==============================
4
 
5
+ This dataset was exported via roboflow.com on January 9, 2024 at 4:01 AM GMT
6
 
7
  Roboflow is an end-to-end computer vision platform that helps you
8
  * collaborate with your team on computer vision projects
9
  * collect & organize images
10
+ * understand and search unstructured image data
11
  * annotate, and create datasets
12
  * export, train, and deploy computer vision models
13
  * use active learning to improve your dataset over time
14
 
15
+ For state of the art Computer Vision training notebooks you can use with this dataset,
16
+ visit https://github.com/roboflow/notebooks
17
+
18
+ To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
19
+
20
+ The dataset includes 2950 images.
21
+ Cracks-AX10-cracks are annotated in COCO format.
22
 
23
  The following pre-processing was applied to each image:
 
 
24
 
25
  No image augmentation techniques were applied.
26
 
crack_detection_dataset.py CHANGED
@@ -5,23 +5,23 @@ import os
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  import datasets
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- _HOMEPAGE = "https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi/dataset/1"
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  _LICENSE = "CC BY 4.0"
10
  _CITATION = """\
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- @misc{ crack-detection-ol3yi_dataset,
12
- title = { crack detection Dataset },
13
  type = { Open Source Dataset },
14
- author = { crack },
15
- howpublished = { \\url{ https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi } },
16
- url = { https://universe.roboflow.com/crack-7rsjb/crack-detection-ol3yi },
17
  journal = { Roboflow Universe },
18
  publisher = { Roboflow },
19
- year = { 2022 },
20
- month = { jun },
21
- note = { visited on 2024-01-08 },
22
  }
23
  """
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- _CATEGORIES = ['crack']
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  _ANNOTATION_FILENAME = "_annotations.coco.json"
26
 
27
 
 
5
  import datasets
6
 
7
 
8
+ _HOMEPAGE = "https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset/dataset/1"
9
  _LICENSE = "CC BY 4.0"
10
  _CITATION = """\
11
+ @misc{ detr_crack_dataset_dataset,
12
+ title = { detr_crack_dataset Dataset },
13
  type = { Open Source Dataset },
14
+ author = { objectdetection },
15
+ howpublished = { \\url{ https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset } },
16
+ url = { https://universe.roboflow.com/objectdetection-qxiqx/detr_crack_dataset },
17
  journal = { Roboflow Universe },
18
  publisher = { Roboflow },
19
+ year = { 2024 },
20
+ month = { jan },
21
+ note = { visited on 2024-01-09 },
22
  }
23
  """
24
+ _CATEGORIES = ['crack', 'mold', 'peeling_paint', 'stairstep_crack', 'water_seepage']
25
  _ANNOTATION_FILENAME = "_annotations.coco.json"
26
 
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