Plug and play transformer you can find network structure and official complete code by clicking List

Last update: Mar 27, 2022

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Overview

Plug-and-play Module

Plug and play transformer you can find network structure and official complete code by clicking List

The following is to quickly retrieve the core code of the plug-and-play module

CV：

Survey:

Name	Paper	Time
Transformers in Vision: A Survey (v1,v2)	Paper:https://arxiv.org/abs/2101.01169	2021-01-05
Attention mechanisms and deep learning for machine vision:A survey of the state of the art	Paper:https://arxiv.org/abs/2106.07550	2021-06-05

Name	Paper Link	Main idea	Tutorial
1. Squeeze-and-Excitation	SE		https://github.com/leader402/Plug-and-play/blob/main/cv/tutorial/SE.py
2. Polarized Self-Attention	PSA		https://github.com/leader402/Plug-and-play/blob/main/cv/tutorial/PSA.py
3. Dual Attention Network	DaNet	通道注意力和空间注意力	https://github.com/leader402/Plug-and-play/blob/main/cv/tutorial/DaNet.py
4. Self-attention
5. Masked self-attention
6. Multi-head attention
7. Attention based deep learning architectures
8. Single-channel model
9. Multi-channel model
10. Skip-layer model
11. Bottom-up/top-down model
12. CBAM: Convolutional Block Attention Module	CBAM		https://github.com/leader402/Plug-and-play/blob/main/cv/tutorial/CBAM.py

A Moonraker plug-in for real-time compensation of frame thermal expansion

Frame Expansion Compensation A Moonraker plug-in for real-time compensation of frame thermal expansion. Installation Credit to protoloft, from whom I

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A Novel Plug-in Module for Fine-grained Visual Classification

Pytorch implementation for A Novel Plug-in Module for Fine-Grained Visual Classification. fine-grained visual classification task.

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VSR-Transformer - This paper proposes a new Transformer for video super-resolution (called VSR-Transformer).

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A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

Object Pose Estimation Demo This tutorial will go through the steps necessary to perform pose estimation with a UR3 robotic arm in Unity. You’ll gain

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The source code of the paper "SHGNN: Structure-Aware Heterogeneous Graph Neural Network"

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This repository builds a basic vision transformer from scratch so that one beginner can understand the theory of vision transformer.

vision-transformer-from-scratch This repository includes several kinds of vision transformers from scratch so that one beginner can understand the the

1 Dec 24, 2021

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总体进度
总体进度

Squeeze-and-Excitation：张一极（completed）

Polarized Self-Attention：望之

Dual Attention Network：望之（completed）

Self-attention

Masked self-attention

Multi-head attention

Attention based deep learning architectures

Single-channel model

Multi-channel model

Skip-layer model

Bottom-up/top-down model

CBAM: Convolutional Block Attention Module：望之（completed）

总体进度
opened by AllenZYJ 0

Plug and play transformer you can find network structure and official complete code by clicking List

Related tags

Overview

Plug-and-play Module

CV：

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