# Deep-Learning

**Repository Path**: whpUp/Deep-Learning

## Basic Information

- **Project Name**: Deep-Learning
- **Description**: TensorFlow2.0 ,Pytorch,Suitable for beginners
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-02-28
- **Last Updated**: 2023-02-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Deep-Learning
---
在这里，我将会使用TensorFlow和Pytorch进行一些小型的项目演示，让大家对deep learning有更好的理解,相应的说明在对应文件夹的md文件里面，欢迎大家前来star,以后大概在两周左右更新一次，有合作意向的欢迎━(*｀∀´*)ノ亻!与我联系QQ 965546422，程序有什么问题或者有什么疑问的也可以私聊我。

一. [**TensorFlow**](https://github.com/wu-huipeng/Deep-Learning/tree/master/TensorFlow).
  1. [**MNIST识别**](https://github.com/wu-huipeng/Deep-Learning/tree/master/TensorFlow/MNIST).........
    (1). [结合OpenCV的绘图功能，进行手写数字识别](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/MNIST/MNIST.ipynb) 
    (2). [项目的简要说明](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/MNIST/MNIST.md).

  2. [**生成MNIST**](https://github.com/wu-huipeng/Deep-Learning/tree/master/TensorFlow/DCGAN%20FOR%20MNIST)..........
    (1).[项目代码](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/DCGAN%20FOR%20MNIST/DCGAN%20for%20mnist.ipynb).
    (2).[项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/DCGAN%20FOR%20MNIST/DCGAN.md).
  
  3. [**人脸识别**](https://github.com/wu-huipeng/Deep-Learning/tree/master/TensorFlow/Face_Recognize)..........
    (1)[训练代码](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/Face_Recognize/OpenCV%20and%20tf.ipynb).
    (2)[项目代码](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/Face_Recognize/%E4%BA%BA%E8%84%B8%E8%AF%86%E5%88%AB.ipynb).
    (3)[项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/TensorFlow/Face_Recognize/face_recognize.md).
  
    
    
二. [**Pyotrch**](https://github.com/wu-huipeng/Deep-Learning/tree/master/Pytorch).
  1. [**TK结合Pytorch来界面化我们的模型**](https://github.com/wu-huipeng/Deep-Learning/tree/master/Pytorch/Sex%20recognize).........
    (1). [性别识别训练代码](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/Sex%20recognize/train_pytorch.py).
    (2). [结合Tk GUI来应用我们的模型](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/Sex%20recognize/GUI.py).
    (3). [项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/Sex%20recognize/sex.md).
  
  2. [**时装识别**](https://github.com/wu-huipeng/Deep-Learning/tree/master/Pytorch/fashion).........
    (1). [项目代码](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/fashion/fashion.ipynb).
    (2). [项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/fashion/fashion.md).
  
  3. [**手势识别**](https://github.com/wu-huipeng/Deep-Learning/tree/master/Pytorch/gesture%20recognition).........
    (1). [项目代码](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/gesture%20recognition/%E6%89%8B%E5%8A%BF%E8%AF%86%E5%88%AB.py).
    (2). [项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/gesture%20recognition/gesture%20recognition.md).
    
  4. [**数字验证码识别**](https://github.com/wu-huipeng/Deep-Learning/tree/master/Pytorch/Verification%20code%20identification).
    (1).[模型训练](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/Verification%20code%20identification/model.py).
    (2).[测试模型](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/Verification%20code%20identification/test.py).
    (3).[项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch/Verification%20code%20identification/Verification%20code%20identification.md).
  
----
在上面的入门项目完成后，我准备进入目标检测中去，上面的项目基本上是分类问题，而在目标检测中，我们既有回归任务，也有分类任务，难度大大加大了，加油吧！
----
一. [**TensorFlow2.0**](https://github.com/wu-huipeng/Deep-Learning/tree/master/TensorFlow-object-detection).


二. [**Pytorch**](https://github.com/wu-huipeng/Deep-Learning/tree/master/Pytorch-object-detection).
  (1).[加载数据集](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch-object-detection/faster-rcnn/load_data.py).
  (2).[项目文档](https://github.com/wu-huipeng/Deep-Learning/blob/master/Pytorch-object-detection/faster-rcnn.md).