# DL-practice

**Repository Path**: jiangli01/dl-practice

## Basic Information

- **Project Name**: DL-practice
- **Description**: deep learning practice
- **Primary Language**: Unknown
- **License**: MulanPSL-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 4
- **Forks**: 0
- **Created**: 2022-11-14
- **Last Updated**: 2023-08-31

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Deep Learning Practice

# Description

This is a project of deep learning model training and model deployment. The starting point and end point of this project is the hands-on practice of deep learning.

# Update

## Content has been updated

* MNIST

* R-CNN for banana train model 
    
    Banana dataset download link:
        
    https://pan.baidu.com/s/1CsSNS9ofslmvUOg1lRO3Og

    提取码:`fgl7`

    Learning Materials Link:

    https://gitee.com/jiangli01/learning-plan/tree/master/%E5%AD%A6%E4%B9%A0%E8%B7%AF%E7%BA%BF/R-CNN

* YOLO-V1

    Learning Materials Link:

    https://gitee.com/jiangli01/learning-plan/tree/master/%E5%AD%A6%E4%B9%A0%E8%B7%AF%E7%BA%BF/YOLO%20V1

* AlexNet
    
    Learning Materials Link:

    https://mp.weixin.qq.com/s/WjgvQFRudVNQlC9DbUqUvQ

* AlexNet-Visualizing and ZFNet

    Learning Materials Link:
    https://mp.weixin.qq.com/s/de_Jf_9tg66f-bWaqDEThw

* CAM

    Learning Materials Link:
    https://gitee.com/jiangli01/learning-plan/tree/master/%E5%AD%A6%E4%B9%A0%E8%B7%AF%E7%BA%BF/CAM

* AlexNet-CAM

* GoogLeNet-V1

* GoogLeNet-V1-CAM

* ResNet18, ResNet34 and ResNet50

* ResNet-CAM

* VGG16、VGG19

* VGG16-CAM、VGG19-CAM

* AlexNet-Grad-CAM

* GoogLeNet-V1-Grad-CAM

* VGG16-Grad-CAM、VGG19-Grad-CAM

* ResNet-Grad-CAM

## About to update content

* Implementation of 26 English letter recognition tasks based on DenseNet121

* Use 1 * 1 convolution to realize coffee bean image classification