Temporal Convolutional Network (TCN)

Basic structure of TCN The time-domain convolution data proposed by temporal. Network in 2018 can be seen in detail paper. 1. Causal Convolution Causal convolution is shown in the figure above. For the value of t-Time of the upper layer, it only depends on the value of t-Time of the lower layer and its previous value. The difference from ...

Posted by devinemke on Tue, 08 Mar 2022 00:13:50 +0100

PostgreSQL sequence of Huashan sword

Python wechat ordering applet course video https://edu.csdn.net/course/detail/36074 Python actual combat quantitative transaction financial management system https://edu.csdn.net/course/detail/35475 preface This article is the second in the sequence series after the Huashan argumentative sword of the three major databases sequence (Oracle ...

Posted by Wireless102 on Mon, 07 Mar 2022 05:53:48 +0100

TVM User Tutorial -- Quick Start Tutorial for Compiling Deep Learning Models

Author: Yao Wang, Truman Tian This example shows how to use the Relay python front end to build a neural network and generate a runtime library for Nvidia GPU with TVM. Note that you need to build TVM with cuda and llvm enabled. Overview of hardware backend supported by TVM The following figure shows the hardware backend currently supported ...

Posted by dolcezza on Sun, 06 Mar 2022 13:26:32 +0100

UNet + + learning notes (backbone network + code)

paper 1 Abstract The article puts forward that UNet mainly has the following two defects: ① the optimal depth of the network is unknown, which requires a large number of experiments and integration of networks with different depths, resulting in low efficiency; ② skip connection introduces unnecessary restrictions, that is, it restricts fea ...

Posted by amazinggrace1983 on Sun, 06 Mar 2022 08:39:21 +0100

How to use Gradient Clipping to avoid gradient explosion

Given the error function, learning rate, and even the size of the target variable, the training neural network may become unstable. Large updating of weights during training will lead to numerical overflow or underflow, which is usually called gradients exploding. Gradient explosion is more common in recurrent neural networks, such as LSTM, b ...

Posted by nikkio3000 on Sun, 06 Mar 2022 07:06:23 +0100

[AI talent Creation Camp phase II] modern poetry generator based on LSTM_ copy

Link from AI Studio project https://aistudio.baidu.com/aistudio/projectdetail/3458536?contributionType=1 Automatic generation of modern poetry based on LSTM Project background Emotion is noble because of poetry, and poetry spreads because of emotion. Seeing that the generation technology of ancient poetry has been perfected, it is difficult ...

Posted by powlow on Sun, 06 Mar 2022 03:27:57 +0100

Detailed explanation of word vector generation (NNLM) based on neural network language model

I hope to take notes to record what I have learned, and I hope it can help the same beginner. I also hope that the big guys can help correct the error ~ infringement legislation and deletion. catalogue 1, Network structure analysis of NNLM 2, Code implementation of NNLM 1, Network structure analysis of NNLM Neural network language model ...

Posted by harty83 on Sat, 05 Mar 2022 12:24:33 +0100

Use [PaddleSeg3D] to build a project to segment the liver in 3D

!git clone https://github.com/PaddleCV-SIG/PaddleSeg3D.git 1. PaddleSeg3D From the GitHub address of this tool https://github.com/PaddleCV-SIG/PaddleSeg3D.git , it can be seen that it was developed and maintained by the CV group of the propeller interest group (PPSIG, propeller special interest group). If you are familiar with the paddle se ...

Posted by 3rve on Sat, 05 Mar 2022 09:55:55 +0100

Customize the dataset and teach you to make your own VOC data reader

Link from AI Studio project https://aistudio.baidu.com/aistudio/projectdetail/2432755 Project background I recently found that there was no good example when I read the resnet50+FPN version of Faster-RCNN when I was preloading and loading data, when I read the class loaded by paddlepaddle's official data. So I did this today, how to make a d ...

Posted by Brad on Sat, 05 Mar 2022 09:42:50 +0100

Jetson information is used for simple neural network classification training on jetson nano

A simple classification training is carried out on the jetson nano development board 1. jetson inference Library Download, compilation and simple use Here please refer to: Github: https://github.com/dusty-nv/jetson-inference Gitee: https://gitee.com/jinwei_1/jetson-inference#https://www.youtube.com/watch?v=QXIwdsyK7Rw&list=PL5B692fm6 ...

Posted by nolos on Sat, 05 Mar 2022 02:29:58 +0100