# classifynet for general purpose

**Repository Path**: xiaoxu85/classifynet

## Basic Information

- **Project Name**: classifynet for general purpose
- **Description**: Pytorch classify net for general purpose
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2018-10-20
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# classifynet for general purpose

#### 项目介绍
Pytorch classify net for general purpose

#### 软件架构
pytorch0.4

#### 参考文献
- 1. Backbone:
- a.     ResNet: Deep Residual Learning for Image Recognition
- b.     SeNet: 
- c.     DenseNet: Densely Connected Convolutional Networks
- 2. Loss:
- a.     FocalLoss:     
- b.     CosFace: Large Margin Cosine Loss for Deep Face Recognition
- 3. Noisy: 
- a.     Learning from Massive Noisy Labeled Data for Image Classification
- b.     Making Deep Neural Networks Robust to Label Noise:a Loss Correction Approach
- 4. Online hardmining: 
- a.     myself dataset
- b.     SupportNet: solving catastrophic forgetting in class incremental learning with support data
- 5. Overcoming catastrophic forgetting
- a.    数据过多时，遗忘效应明显。训练准确度开始波动剧烈。
#### 参与贡献

1. Fork 本项目
2. 新建 Feat_xxx 分支
3. 提交代码
4. 新建 Pull Request


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