# PV panel defects

**Repository Path**: VIT19980106/pv-panel-defects

## Basic Information

- **Project Name**: PV panel defects
- **Description**: Classification of PV panel defects
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-12-05
- **Last Updated**: 2022-12-05

## Categories & Tags

**Categories**: Uncategorized

**Tags**: 光伏板缺陷识别-图像分类

## README

# PV panel defects

#### introduce
Classification of PV panel defects

#### Model
ResNet
ResNetV2
DensNet
Inception
Xception
Vgg
MobileNet
ResNet-Xception
#### Attention
SENet
CBAM
CANet
ECANet
#### ClassWeight
Address data imbalances

#### Features Fusion
Mix Pooling + Concatenate



#### Results
Our model
![Our model](Our_model.png)
Xception
![Xception](Xcpetion.png)
ResNet152
![ResNet152](ResNet152.png)
DensNet121
![DensNet121](DensNet121.png)
InceptionV3
![InceptionV3](InceptionV3.png)