Sofas 沙发图片

#### 背景描述
该数据集是从在线电子商务网站及其非常原始和垃圾数据中收集的。可以对此数据集执行不同的任务：
- **初学**
- 将所有图像调整为 48 * 48 大小
- 将所有图像转换为灰度图像

- **进阶**
- 对所有图像执行图像遮罩
- 您还可以开发分类器来检测给定的图像是否是沙发

- **高级**
- 尝试根据样式或尺寸对沙发图像进行聚类
- 尝试是否可以根据颜色进行聚类
- 尝试是否可以基于完整、部分、多个和垃圾沙发图像进行聚类

#### 数据说明
包含1500张沙发的图片
#### 数据来源
公开数据集
#### 问题描述
计算机视觉

### Background Description
This dataset is collected from online e-commerce websites, using highly raw and noisy data. Various tasks can be performed on this dataset:
- **Beginner-level**
- Resize all images to a resolution of 48 × 48
- Convert all images to grayscale
- **Intermediate-level**
- Apply image masking to all images
- Develop a classifier to detect whether a given image contains a sofa
- **Advanced-level**
- Attempt to cluster sofa images based on their style or size
- Attempt to cluster based on color attributes
- Attempt to cluster based on complete, partial, multiple, and noisy sofa images

### Data Description
Contains 1500 sofa images

### Data Source
Publicly available dataset

### Problem Description
Computer Vision