Attention is All You Need paper notes and pytorch code Notes
Self reference Li Mu read the paper and pytorch code
I don't understand
residual networkPosition-wiseLayer normEncoder attention
Parameter setting
## dimension
d_model = 512 # Dimensions of sub layers, embedding layers and outputs (an addition operation to make use of residual connection)
d_inner_hid = 2048 # Dimension of Feed Forward(MLP) ...
Added by lyasian on Wed, 09 Feb 2022 17:29:29 +0200
DeepSort multi-target tracking algorithm
preface
Thesis Name: (ICIP2017) single simple online and realtime tracking with a deep association metric
Thesis address: https://arxiv.org/abs/1703.07402
Open source address: https://github.com/nwojke/deep_sort
catalogue
1, Common multi-target tracking workflow
2, Prerequisite knowledge: Sort multi-target tracking
3, DeepSort multi-ta ...
Added by vB3Dev.Com on Wed, 09 Feb 2022 16:54:57 +0200
Coppeliasim simulation diary (4): how to conduct multi computer joint simulation in coppeliasim
Part I: Copyliasim simulation diary (III): linkage between copyliasim and python -- the B0 based remote API
When we conduct group robot simulation, we often need to simulate dozens or hundreds of robots. Due to the limited computer resources of a single computer, we often need to conduct joint parallel simulation of multiple computers. This se ...
Added by jahstarr on Wed, 09 Feb 2022 10:23:20 +0200
rtsp video decoding analysis forwarding HTTP flv WS flv webrtc
explain
Because the code is not completely completed, the complete code is not put up. If necessary, you can email me and I will send the code to you. But the most important key parts have been posted. The picture shows receiving RTSP server video, receiving, playing, analyzing and forwarding flv. After the completion of the framework, one is ...
Added by rawky on Tue, 08 Feb 2022 21:45:54 +0200
Teach you how to do ORB SLAM3 with OAK-D and ROS noetic based on LXD
Translation | OAK China Author| nindanaoto This article was first published in oakchina.cn
1, Foreword
In this article, I will explain how to use based on LXD OAK-D ORB SLAM3 with ROS noetic. I assume that the reader is using Ubuntu as the host operating system and has some basic knowledge of ROS and LXD.
2, General settings
In this sect ...
Added by thinguy on Tue, 08 Feb 2022 10:23:11 +0200
Xiaodu is too weak. Just develop a dialogue robot by yourself [crawler, database, object-oriented, artificial intelligence]
background
When I drive slowly on the highway, the spacious road is very crowded! At this time, I like to let Baidu navigation Xiaodu tell me jokes, but she is a little weak and can only tell one at a time.
Baidu claims to develop AI and become a leading enterprise in AI in China. But in terms of small IQ and understanding ability, I doubt i ...
Added by jeff21 on Mon, 07 Feb 2022 13:22:34 +0200
Machine learning algorithm series - non linear support vector machine
Background knowledge required for reading this article: linear support vector machine and yidui programming knowledge1, Introduction previously, we introduced two support vector machine models in two sections - hard interval support vector machine and soft interval support vector machine. These two models can be collectively referre ...
Added by mac007 on Mon, 07 Feb 2022 04:10:15 +0200
Climb the movie reviews of Watergate bridge to generate visual data and word clouds
1, Crawling Movie Reviews
In order to analyze the data of renyin's Spring Festival New Year film "Changjin Lake - shuimen bridge", more than 40000 film reviews were crawled from the cat's eye by means of reptiles.
1. In order to prevent the address from being banned, the proxy address pool is used for crawling:
To set the proxy add ...
Added by ugh82 on Sun, 06 Feb 2022 21:53:19 +0200
"The strongest in the whole network" explains the decision tree of machine learning classification algorithm in detail (with visualization and code)
catalogue
Walk into the decision tree
Case 1
Case 2
Tree of soul
Selection mechanism of decision tree
Measurement rules of node purity
Measurement of purity
Background introduction of decision tree algorithm
Information and quantification of information
Information entropy
Conditional entropy
Information Gain (used by ID3 algorithm) ...
Added by lobobr on Sun, 06 Feb 2022 10:43:17 +0200
[wsl2 windows10/11 installation configuration cuda and pytorch]
Reference
Configure Cuda and Pytorch under Windows 11/10 WSL2 Ubuntu 20.04
Official Installation of wsl2 Official wsl2 connection gpu This article is basically a synthesis of some of the above articles, which I did not intend to post, but I even paid a system price for it since I really referenced too many experience stickers to compl ...
Added by srboj on Sat, 05 Feb 2022 19:46:20 +0200