# pytorch_network

**Repository Path**: zhangxiaohuixuhao/pytorch_network

## Basic Information

- **Project Name**: pytorch_network
- **Description**: 使用pytorch搭建现有的分类检测等任务的网络框架
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2021-06-28
- **Last Updated**: 2021-12-13

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# PyTorch-Models
Pytorch implementation of cnn network



**Classical network** 

- **AlexNet:**

- **VGG:**

- **ResNet:** 

- **InceptionV1:**

- **InceptionV2 and InceptionV3:**

- **InceptionV4 and Inception-ResNet:**



**Lightweight network**

- **MobileNets:**
- **MobileNetV2：**
- **MobileNetV3：**
- **ShuffleNet：**
- **ShuffleNet V2:**
- **SqueezeNet**
- **Xception**
- **MixNet**
- **GhostNet**



**ObjectDetection-network**

- **SSD:**
- **YOLO:**
- **YOLOv2:**
- **YOLOv3:**
- **FCOS:**
- **FPN:**
- **RetinaNet**
- **Objects as Points:**
- **FSAF:**
- **CenterNet**
- **FoveaBox**



**Semantic Segmentation**

- **FCN**

- **Fast-SCNN**

- **LEDNet:**

- **LRNNet**

- **FisheyeMODNet:**

  

**Instance Segmentation** 

- **PolarMask** 

  

**FaceDetectorAndRecognition**

- **FaceBoxes**
- **LFFD**
- **VarGFaceNet**



**HumanPoseEstimation**

- **Stacked Hourglass Networks**
- **Simple Baselines**
- **LPN**