# ai-learning

**Repository Path**: gemwise/ai-learning

## Basic Information

- **Project Name**: ai-learning
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-11-03
- **Last Updated**: 2024-11-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# README

##  Resource Links
- anaconda下载镜像：https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/
- 开源数据集链接：
    - mnist数据集：mnist数据集： https://pan.baidu.com/s/1fPbgMqsEvk2WyM9hy5Em6w 提取码：wa9p

## note
- 神经网络计算过程可视化示例：https://colah.github.io/posts/2014-03-NN-Manifolds-Topology/
- 神经网络结构图可视化： https://github.com/lutzroeder/netron
- 常用图像数据增强方法： https://github.com/aleju/imgaug
- https://colab.research.google.com/drive/1u6O67ykdzk5M_Bpjq8KkDzPXcrVbfOZ1?usp=drive_link
- 基于LeNet5网络的mnist数据集分类：https://github.com/ChawDoe/LeNet5-MNIST-PyTorch.git
- 版本兼容示例：numpy：1.26.0， torch:2.0.0  torchvision:0.15.0
- https://github.com/hysts/pytorch_image_classification
- https://github.com/WZMIAOMIAO/deep-learning-for-image-processing
- mixup, cutout, cutmix数据增强实现： https://github.com/clovaai/CutMix-PyTorch/blob/master/img1.PNG  
- https://github.com/weiaicunzai/awesome-image-classification