Small knowledge point series (19) This article (20,000 words) | Interpretation and visualization using pytorch | Feature map | Convolution kernel parameters | - Code World

Small knowledge point series (19) This article (20,000 words) | Interpretation and visualization using pytorch | Feature map | Convolution kernel parameters |

Enterprise 2024-01-08 20:28:39 views: null

Click to enter the column:
"Artificial Intelligence Column" Python and Python | Machine Learning | Deep Learning | Target Detection | YOLOv5 and its improvements | YOLOv8 and its improvements | Key knowledge points | Various tool tutorials

Article directory

Recommended reading:
- 1. Machine Learning

Guess you like

Origin blog.csdn.net/weixin_44302770/article/details/135308682

Small knowledge point series (19) This article (20,000 words) | Interpretation and visualization using pytorch | Feature map | Convolution kernel parameters |

Small knowledge points series (twenty-three) This article (20,000 words) | Interpretation of intersection and union | IoU | GIoU | DIoU | CIoU | EIoU | WIOU | SIOU| αIOU |

CNN in the feature map, convolution kernel concept, the number of convolution kernel, filter, channel interpretation

[Pytorch] Visualization feature map

【Deep Learning Visualization Series】—— Feature Map Visualization (Supports feature map visualization of Vit series models, including using Tensorboard to save the visualization results)

Realize vgg16 feature map visualization, image convolution operation data flow analysis (pytorch)

Python and PyTorch Series (12) This article (30,000 words) | Interpretation of exception handling in Python | try-except-else-finally | with |

Visualization in pytorch: network model visualization and feature map visualization

Study Notes 1 - Size Calculation of Convolution Kernel and Feature Map

2020-12-09 Deep learning convolution kernel/filter, feature map (featue map), convolution layer

Convolution (CNN) | Deconvolution (TCNN, Transposed CNN) | Channel change of feature map during convolution | How to reduce/upgrade dimension of 1 × 1 convolution kernel

[Pytorch] Six lines of code implementation: feature map extraction and feature map visualization

Small knowledge points series (twenty-three) This article (20,000 words) | Interpretation of intersection and union | IoU | GIoU | DIoU | CIoU | EIoU | WIOU | SIOU| αIOU |

Small knowledge points series (twenty-three) This article (20,000 words) | Interpretation of intersection and union | IoU | GIoU | DIoU | CIoU | EIoU | WIOU | SIOU| αIOU |

Small knowledge points series (twenty-three) This article (20,000 words) | Interpretation of intersection and union | IoU | GIoU | DIoU | CIoU | EIoU | WIOU | SIOU| αIOU |

Small knowledge points series (twenty-three) This article (20,000 words) | Interpretation of intersection and union | IoU | GIoU | DIoU | CIoU | EIoU | WIOU | SIOU| αIOU |

Use pytorch to view the intermediate layer feature matrix and convolution kernel parameter notes

[C Language Core Series] More than 20,000 words to elaborate on the pointers of the C language core

DataWhalePaper: small samples of time series sequence processed by knowledge map

The size of the feature map after convolution and pooling~

Computer Vision: How are the parameters of the convolution kernel obtained?

[Python image processing] 31. Detailed summary of image point calculation processing 20,000 words (grayscale processing, threshold processing)

Detailed interpretation of multi-feature LSTM time series prediction code based on pytorch (with complete code)

Network related parameters in Pytorch show [feature map] and model flops calculation and reasoning time calculation

[Image Processing] Gaussian kernel convolution based PyTorch

Interpretation of feature point Keypoint in Opencv (mutual conversion of feature points and coordinates)

Pytorch's visualization scheme for intermediate feature layers

Deep feature visualization (pytorch+visdom)

Knowledge Map Southeast University graduate course lecture notes and a series of classic papers and interpretation data integration

Feature graph calculation formula after convolution and feature map calculation formula after empty convolution

Recommended

Arc Browser for Windows 1.0 officially GA

A programmer born in the 1990s developed a video porting software and made over 7 million in less than a year. The ending was very punishing!

Ranking

1. Select Sort

Create a thread thread

3 press to play ball that reach 6

Programmation CUDA (4) : gestion de la mémoire

SpringBoot database connection pool Druid error

E Diudiu App redesign summary

4EVERLAND Hosting now supports SNS+IPFS

About HTTPS

[vue3+vite+ts+element-plu+sass] uses bug records in sass

Interpretation of HUAWEI CLOUD GaussDB (for Influx): Best Practice Data Modeling

Daily

More

2024-05-03(8)

2024-05-02(0)

2024-05-01(4)

2024-04-30(36)

2024-04-29(5)

2024-04-28(12)

2024-04-27(29)

2024-04-26(22)

2024-04-25(32)

2024-04-24(30)