# CD-Utils

**Repository Path**: chienjy/cd-utils

## Basic Information

- **Project Name**: CD-Utils
- **Description**: 一个用于变化检测的工具包
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2022-08-02
- **Last Updated**: 2022-09-26

## Categories & Tags

**Categories**: Uncategorized

**Tags**: 计算机视觉

## README

# CD-Utils

### 介绍
一个用于变化检测的工具包

### Implemented Model

#### Remote Sensor Change Detection

1. BIT([paper](https://arxiv.org/abs/2103.00208v3))
2. SRCDNet(-CDNet)([paper](https://ieeexplore.ieee.org/document/9472869))
3. STANet([paper](https://www.researchgate.net/publication/341586750_A_Spatial-Temporal_Attention-Based_Method_and_a_New_Dataset_for_Remote_Sensing_Image_Change_Detection))
4. ChangerFormer([paper](https://arxiv.org/abs/2201.01293))

#### Image Super-Resolution

1. TTSR([paper](https://arxiv.org/abs/2006.04139))

#### Segmentation

1. UNet([paper](https://arxiv.org/abs/2006.04139))

### Implemented Function

#### Optimal
1. EMA
2. Warmup

#### Metric
1. mIoU
2. mF1

#### Data Augment
1. Random ColorJitter
2. Random Rotation(90°, 180°, 270°, Horizontally flip, Vertically flip)
3. Random Swap
4. Normalize

#### Image Utils