# Networks

**Repository Path**: bodyless/Networks

## Basic Information

- **Project Name**: Networks
- **Description**: 基于tensorflow的常用网络结构。
- **Primary Language**: Python
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 3
- **Forks**: 2
- **Created**: 2019-09-06
- **Last Updated**: 2020-12-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 基于Tensorflow的常用网络结构的实现，训练和测试

## 文件介绍

+ image_classification 用于图像分类，具体介绍参见 image_classification/README.md

+ video_classification 用于视频分类，具体介绍参见 video_classification/README.md

## 所需依赖

+ python 3.5+

+ tensorflow 1.1X

+ opencv 3.X

+ matplotlib

+ numpy

## 参考文献

+ LeNet: **Gradient-Based Learning Applied to Document Recognition**

+ AlexNet: **ImageNet Classification with Deep Convolutional Neural Networks**

+ VGG: **Very Deep Convolutional Networks for Large-Scale Image Recognition**

+ ResNet: **Deep Residual Learning for Image Recognition**

+ Inception V3: **Rethinking the Inception Architecture for Computer Vision**

+ MobileNet V1: **MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications**

+ MobileNet V2: **MobileNetV2: Inverted Residuals and Linear Bottlenecks**

+ C3D: **Learning Spatiotemporal Features with 3D Convolutional Networks**

+ I3D: **Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset**

+ P3D: **Learning Spatio-temporal Representation with Pseudo-3D Residual Networks**

+ SlowFast: **SlowFast Networks for Video Recognition**

![avatar](https://github.com/bodyless/My-Little-Art-Painting-is-Magic/blob/master/logo.png?raw=true)