Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,61 @@
|
|
| 1 |
-
---
|
| 2 |
-
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language: zh
|
| 3 |
+
license: apache-2.0
|
| 4 |
+
task_categories:
|
| 5 |
+
- object-detection
|
| 6 |
+
- image-segmentation
|
| 7 |
+
tags:
|
| 8 |
+
- building
|
| 9 |
+
- cracks
|
| 10 |
+
- structural-engineering
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
# 建筑结构裂缝标注数据集
|
| 14 |
+
|
| 15 |
+
## 数据集描述
|
| 16 |
+
|
| 17 |
+
本数据集包含建筑结构中不同类型裂缝的标注,用于裂缝检测和分类任务。
|
| 18 |
+
|
| 19 |
+
## 数据集结构
|
| 20 |
+
|
| 21 |
+
数据集包含以下信息:
|
| 22 |
+
- 图像文件
|
| 23 |
+
- 边界框标注(矩形框)
|
| 24 |
+
- 多边形标注(不规则裂缝)
|
| 25 |
+
- 线条标注(裂缝方向)
|
| 26 |
+
- 文本描述(裂缝特征描述)
|
| 27 |
+
- 标签分类(裂缝类型、构件类型)
|
| 28 |
+
|
| 29 |
+
## 标注类别
|
| 30 |
+
|
| 31 |
+
### 裂缝类型
|
| 32 |
+
- Tensile cracks(受拉裂缝)
|
| 33 |
+
- Compression cracks(受压裂缝)
|
| 34 |
+
- Shear cracks(剪切裂缝)
|
| 35 |
+
- Temperature cracks(温度裂缝)
|
| 36 |
+
- Settlement cracks(沉降裂缝)
|
| 37 |
+
- Shrinkage cracks(收缩裂缝)
|
| 38 |
+
- Reinforcement exposed and corroded(钢筋露筋锈蚀)
|
| 39 |
+
- Sag of protecting coating(保护层脱落)
|
| 40 |
+
|
| 41 |
+
### 构件类型
|
| 42 |
+
- Beam(梁)
|
| 43 |
+
- Column(柱)
|
| 44 |
+
- Wall(墙)
|
| 45 |
+
- Slab(板)
|
| 46 |
+
- Stair(楼梯)
|
| 47 |
+
|
| 48 |
+
## 使用方法
|
| 49 |
+
|
| 50 |
+
```python
|
| 51 |
+
from datasets import load_dataset
|
| 52 |
+
|
| 53 |
+
# 加载数据集
|
| 54 |
+
dataset = load_dataset("你的用户名/你的数据集名称")
|
| 55 |
+
|
| 56 |
+
# 访问数据
|
| 57 |
+
for sample in dataset:
|
| 58 |
+
image = sample['image']
|
| 59 |
+
bboxes = sample['bboxes']
|
| 60 |
+
categories = sample['categories']
|
| 61 |
+
# 处理数据...
|