About this repo

This repo contains some interesting cv applications,mainly deeplearning-based;

The main purpose of this repo is not to help you train a new model,even we may add train or finetune code in some project,but help you to use cv pretrained models;

we add wiki to help you understand the theory/method of each application!

Enjoy yourself!

To do

• 1.update wiki of neural style transfer

• 2.add code fo image matting based on modnet

• 3.update wiki of matting

• 4.add fintune code of matting/modnet

• 5.add code of video matting based on modnet

• 6.add reading-notes/wiki of RepVGG

• 7.add reading-notes/wiki of ViT

• 8.add train code of RepVGG

• 9.add different versions of Conv Layer in CV application-deadline:2021.01.24

• 10. add DDPM demo(code based on ddpm_mnist)

Reference

1.Deep Image Matting

2.Is a Green Screen Really Necessary for Real-Time Portrait Matting?

3.Modnet

4.pystiche

5.neural_style_tutorial

6.opencv读取图像格式-HWC

7.Tensor.repeat vs np.repeat

8.opencv写视频流的格式

9.ViT知乎解读

10.Multi-self-attention

11.RepVGG论文

12.RepVGG作者讲解

13.RepVGG知乎讲解

14.卷积神经网络中的Winograd快速卷积算法

15.CNN中的FLOPs

16.CNN中的FLOPS,MAC,模型并行度

17.ddpm_mnist