NNDL experiment 6 Convolutional neural network ResNet18 implements MNIST

5.4 Handwritten Digit Recognition Experiment Based on Residual Network Residual Network (ResNet) is a way of adding directly connected edges to nonlinear layers in neural network models to alleviate the problem of gradient disappearance, thereby making it easier to train deep neural networks. In the residual network, the most basic unit is th ...

Posted by agsparta on Wed, 09 Nov 2022 21:02:41 +0300

[NovelAI] Deploying AI drawing robots in QQ groups

Table of contents 1. NovelAI 2. UIautomation and pywin32 3. Code 1. AI drawing related 2. QQ group news capture related Fourth, the code effect Five, afterword 1. NovelAI NovelAI is an open source algorithm for drawing two-dimensional pictures. See the deployment method. b station link 2. UIautomation and pywin32 UIautomat ...

Posted by ksteuber on Fri, 14 Oct 2022 05:57:11 +0300

ModelArts-based StyleGAN3 generates high-definition images_[HUAWEI CLOUD is simple and far]

[Summary] Introduction to ModelArts ModelArts is a developer-oriented one-stop AI development platform that provides massive data preprocessing and interactive intelligent labeling for machine learning and in-depth learning, large-scale distributed training, automated model generation, and on-demand deployment capabilities of end-edge-cloud m ...

Posted by chelnov63 on Thu, 22 Sep 2022 20:59:08 +0300

Pytorch Essay (Introduction to the Speed โ€‹โ€‹of Light)

This article is only for novices like me, please detour! When I was flipping through my notes, I found this blog post: Aha~ Take a day to quickly get started with Pytorch (probably the most complete process in the entire network from 0 to deployment) But I found that there is a part about the gradient that is not clear, because I disagree ...

Posted by paulspoon on Mon, 05 Sep 2022 20:59:18 +0300

Day 4 of deep learning - generating confrontation network (GAN): handwritten digit generation

>- **๐Ÿจ This article is:[๐Ÿ”—365 Day deep learning training camp](https://mp.weixin.qq.com/s/k-vYaC8l7uxX51WoypLkTw)** >- **๐Ÿฆ Reference article address: [๐Ÿ”—100 cases of deep learning-Generate countermeasure network( GAN)Handwritten digit generation | Day 18](https://mtyjkh.blog.csdn.net/article/details/118995896)** >- **๐Ÿ– Author:[K Cla ...

Posted by kaszu on Thu, 18 Aug 2022 12:29:07 +0300

Retrace the long march - PaddleClas training ImageNet 1K dataset practice - background task version

Retrace the long march - PaddleClas training ImageNet 1K dataset practice Let's: reproduce the work of PaddleClas engineers Friendly reminder, the default configuration background task running time of this project is 100 hours for a single card and 25 hours for four cards! If you are not a local hero, please modify the Epoch value. Local ...

Posted by phui_99 on Sun, 14 Aug 2022 21:38:15 +0300

SimAM: attention mechanism without parameters

SimAM: attention mechanism without parameters abstract In this paper, we propose a simple but very effective attention module for convolutional neural networks. Compared with the existing channel Focus module and spatial focus module, our module does not need to add parameters to the original network, but infers the 3-D focus weight of the fe ...

Posted by czs on Sun, 14 Aug 2022 21:24:53 +0300

Detailed explanation of omnipotent Embedding 1 - Word2vec model & code implementation

Word2vec is a model proposed by Google in 2013, which trains word vectors from large-scale corpus. It is applied in many scenes, such as information extraction, similarity calculation and so on. Starting from word2vec, embedding has become popular in various fields, so word2vec is an appropriate opening. This paper hopes to give a more comprehe ...

Posted by Gordicron on Wed, 25 May 2022 17:17:02 +0300

libtorch study notes - MNIST combat

MNIST libtorch practical exercise Ready to work First download the MNIST database, http://yann.lecun.com/exdb/mnist/ After downloading, do not decompress it with software such as winrar. For example, t10k-images-idx3-ubyte is decompressed into t10k-images.idx3-ubyte. It is best to decompress it with tar in Linux environment. Suppose you unzip t ...

Posted by chrys on Wed, 25 May 2022 15:51:55 +0300

pytorch on GPU - training neural network with CUDA (pytorch series-30)

Running PyTorch code on GPU - neural network programming guide In this episode, we will learn how to use GPU and PyTorch. We will see how to use the general methods of GPU, and we will see how to apply these general techniques to train our neural networks. Deep learning using GPU If you haven't seen the episode about why deep learning and neur ...

Posted by bmbc on Mon, 23 May 2022 12:42:05 +0300