Datasets:
Tasks:
Image Segmentation
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
< 1K
ArXiv:
License:
Duplicate from Chrisathy/LCSD
Browse filesCo-authored-by: Zhen Yao <Chrisathy@users.noreply.huggingface.co>
This view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +60 -0
- README.md +51 -0
- train.txt +102 -0
- train/image/LCSD_0095.jpg +3 -0
- train/image/LCSD_0096.jpg +3 -0
- train/image/LCSD_0097.jpg +3 -0
- train/image/LCSD_0100.jpg +3 -0
- train/image/LCSD_0101.jpg +3 -0
- train/image/LCSD_0102.jpg +3 -0
- train/image/LCSD_0103.jpg +3 -0
- train/image/LCSD_0104.jpg +3 -0
- train/image/LCSD_0105.jpg +3 -0
- train/image/LCSD_0106.jpg +3 -0
- train/image/LCSD_0107.jpg +3 -0
- train/image/LCSD_0108.jpg +3 -0
- train/image/LCSD_0109.jpg +3 -0
- train/image/LCSD_0110.jpg +3 -0
- train/image/LCSD_0111.jpg +3 -0
- train/image/LCSD_0112.jpg +3 -0
- train/image/LCSD_0113.jpg +3 -0
- train/image/LCSD_0114.jpg +3 -0
- train/image/LCSD_0115.jpg +3 -0
- train/image/LCSD_0116.jpg +3 -0
- train/image/LCSD_0117.jpg +3 -0
- train/image/LCSD_0118.jpg +3 -0
- train/image/LCSD_0119.jpg +3 -0
- train/image/LCSD_0120.jpg +3 -0
- train/image/LCSD_0121.jpg +3 -0
- train/image/LCSD_0122.jpg +3 -0
- train/image/LCSD_0123.jpg +3 -0
- train/image/LCSD_0124.jpg +3 -0
- train/image/LCSD_0125.jpg +3 -0
- train/image/LCSD_0126.jpg +3 -0
- train/image/LCSD_0127.jpg +3 -0
- train/image/LCSD_0128.jpg +3 -0
- train/image/LCSD_0129.jpg +3 -0
- train/image/LCSD_0130.jpg +3 -0
- train/image/LCSD_0131.jpg +3 -0
- train/image/LCSD_0132.jpg +3 -0
- train/image/LCSD_0133.jpg +3 -0
- train/image/LCSD_0134.jpg +3 -0
- train/image/LCSD_0135.jpg +3 -0
- train/image/LCSD_0136.jpg +3 -0
- train/image/LCSD_0137.jpg +3 -0
- train/image/LCSD_0138.jpg +3 -0
- train/image/LCSD_0139.jpg +3 -0
- train/image/LCSD_0140.jpg +3 -0
- train/image/LCSD_0141.jpg +3 -0
- train/image/LCSD_0142.jpg +3 -0
- train/image/LCSD_0143.jpg +3 -0
.gitattributes
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Audio files - uncompressed
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*.pcm filter=lfs diff=lfs merge=lfs -text
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# Image files - uncompressed
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*.tiff filter=lfs diff=lfs merge=lfs -text
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# Image files - compressed
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
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---
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| 2 |
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task_categories:
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| 3 |
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- image-segmentation
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| 4 |
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tags:
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| 5 |
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- Crack Segmentation
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| 6 |
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- Low-light Crack
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| 7 |
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license: apache-2.0
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| 8 |
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language:
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| 9 |
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- en
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pretty_name: LCSD
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size_categories:
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- n<1K
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---
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# LCSD: Low-light Crack Segmentation Dataset
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[ICRA 2024] CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections.
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| 18 |
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## Related Resources
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| 20 |
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- **Code repository**: https://github.com/zyaocoder/CrackNex
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- **Paper (arXiv)**: https://arxiv.org/abs/2403.03063
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## Dataset Overview
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| 25 |
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- **102 images** well-illuminated crack images as training set
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- **41 images** 41 low-light crack images as test set
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| 28 |
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## Download
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| 30 |
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Use command to download the dataset directly into your path:
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| 32 |
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```
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| 33 |
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huggingface-cli download chrisathy/LCSD --repo-type dataset --local-dir ./LCSD
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```
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| 35 |
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## Citation
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| 37 |
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| 38 |
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If you use this dataset, please cite:
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| 39 |
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```bibtex
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| 41 |
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@inproceedings{yao2024cracknex,
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title={Cracknex: a few-shot low-light crack segmentation model based on retinex theory for uav inspections},
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author={Yao, Zhen and Xu, Jiawei and Hou, Shuhang and Chuah, Mooi Choo},
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booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA)},
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pages={11155--11162},
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year={2024},
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organization={IEEE}
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}
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```
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---
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train.txt
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| 1 |
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LCSD_0095
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| 2 |
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LCSD_0096
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| 3 |
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LCSD_0097
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| 4 |
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LCSD_0100
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| 5 |
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LCSD_0101
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| 6 |
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LCSD_0102
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| 7 |
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LCSD_0103
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| 8 |
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LCSD_0104
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| 9 |
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LCSD_0105
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| 10 |
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LCSD_0106
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| 11 |
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LCSD_0107
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| 12 |
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LCSD_0108
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| 13 |
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LCSD_0109
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| 14 |
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LCSD_0110
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| 15 |
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LCSD_0111
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| 16 |
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LCSD_0112
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| 17 |
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LCSD_0113
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| 18 |
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LCSD_0114
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| 19 |
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LCSD_0115
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| 20 |
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LCSD_0116
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| 21 |
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LCSD_0117
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| 22 |
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LCSD_0118
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| 23 |
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LCSD_0119
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| 24 |
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LCSD_0120
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| 25 |
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LCSD_0121
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| 26 |
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LCSD_0122
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| 27 |
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LCSD_0123
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| 28 |
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LCSD_0124
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| 29 |
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LCSD_0125
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| 30 |
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LCSD_0126
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| 31 |
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LCSD_0127
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| 32 |
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LCSD_0128
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| 33 |
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LCSD_0129
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| 34 |
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LCSD_0130
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| 35 |
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LCSD_0131
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| 36 |
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LCSD_0132
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| 37 |
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LCSD_0133
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| 38 |
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LCSD_0134
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| 39 |
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LCSD_0135
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| 40 |
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LCSD_0136
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| 41 |
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LCSD_0137
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| 42 |
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LCSD_0138
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| 43 |
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LCSD_0139
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| 44 |
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LCSD_0140
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| 45 |
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LCSD_0141
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| 46 |
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LCSD_0142
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| 47 |
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LCSD_0143
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| 48 |
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LCSD_0144
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| 49 |
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LCSD_0145
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| 50 |
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LCSD_0146
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| 51 |
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LCSD_0147
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| 52 |
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LCSD_0148
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| 53 |
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LCSD_0150
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| 54 |
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LCSD_0151
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| 55 |
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LCSD_0153
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LCSD_0154
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LCSD_0156
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LCSD_0157
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LCSD_0158
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LCSD_0159
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LCSD_0161
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LCSD_0162
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LCSD_0163
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| 64 |
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LCSD_0164
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LCSD_0165
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| 66 |
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LCSD_0166
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LCSD_0167
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LCSD_0168
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LCSD_0169
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LCSD_0170
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LCSD_0171
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| 72 |
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LCSD_0172
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LCSD_0173
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LCSD_0174
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LCSD_0175
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LCSD_0176
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LCSD_0177
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| 78 |
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LCSD_0178
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| 79 |
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LCSD_0179
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| 80 |
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LCSD_0180
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LCSD_0181
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LCSD_0182
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| 83 |
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LCSD_0183
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LCSD_0184
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| 85 |
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LCSD_0185
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LCSD_0186
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LCSD_0187
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LCSD_0188
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LCSD_0189
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LCSD_0190
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LCSD_0191
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LCSD_0192
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LCSD_0193
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LCSD_0194
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LCSD_0195
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LCSD_0196
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LCSD_0197
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LCSD_0198
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LCSD_0199
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| 100 |
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LCSD_0200
|
| 101 |
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LCSD_0201
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| 102 |
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LCSD_0202
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train/image/LCSD_0095.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0096.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0097.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0100.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0101.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0102.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0103.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0104.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0105.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0106.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0107.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0108.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0109.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0110.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0111.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0112.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0113.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0114.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0115.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0116.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0117.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0118.jpg
ADDED
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Git LFS Details
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train/image/LCSD_0119.jpg
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Git LFS Details
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train/image/LCSD_0120.jpg
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Git LFS Details
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train/image/LCSD_0121.jpg
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Git LFS Details
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train/image/LCSD_0122.jpg
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Git LFS Details
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train/image/LCSD_0123.jpg
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Git LFS Details
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train/image/LCSD_0124.jpg
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Git LFS Details
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train/image/LCSD_0125.jpg
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Git LFS Details
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train/image/LCSD_0126.jpg
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Git LFS Details
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train/image/LCSD_0127.jpg
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Git LFS Details
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train/image/LCSD_0128.jpg
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Git LFS Details
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train/image/LCSD_0129.jpg
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Git LFS Details
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train/image/LCSD_0130.jpg
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Git LFS Details
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train/image/LCSD_0131.jpg
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Git LFS Details
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train/image/LCSD_0132.jpg
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Git LFS Details
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train/image/LCSD_0133.jpg
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Git LFS Details
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train/image/LCSD_0134.jpg
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Git LFS Details
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train/image/LCSD_0135.jpg
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Git LFS Details
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train/image/LCSD_0136.jpg
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Git LFS Details
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train/image/LCSD_0137.jpg
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Git LFS Details
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train/image/LCSD_0138.jpg
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Git LFS Details
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train/image/LCSD_0139.jpg
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Git LFS Details
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train/image/LCSD_0140.jpg
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Git LFS Details
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train/image/LCSD_0141.jpg
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Git LFS Details
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train/image/LCSD_0142.jpg
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Git LFS Details
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train/image/LCSD_0143.jpg
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Git LFS Details
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