Pytorch: image style migration

Pytoch: image style migration Copyright: Jingmin Wei, Pattern Recognition and Intelligent System, School of Artificial and Intelligence, Huazhong University of Science and Technology Reference Image Style Transfer Using Convolutional Neural Networks A Neural Algorithm of Artistic Style Perceptual Losses for Real-Time Style Transfer a ...

Added by FirePhoenix on Wed, 16 Feb 2022 19:52:14 +0200

Pytorch: Target Detection Network-FPN

Pytorch: Target Detection-Feature Pyramid-FPN Copyright: Jingmin Wei, Pattern Recognition and Intelligent System, School of Artificial and Intelligence, Huazhong University of Science and Technology Pytorch Tutorial Column Link This tutorial is not commercial and is only for learning and reference exchange. If you need to reproduce it, ...

Added by magicmoose on Wed, 16 Feb 2022 19:24:48 +0200

Four layer CNN based on pytorch MNIST data set, with a test accuracy of 99.77%

MNIST dataset MNIST dataset is already a "chewed" dataset. Many tutorials will "start" on it and almost become a "model" However, some people may not know it very well. Let's introduce it MNIST datasets are available in http://yann.lecun.com/exdb/mnist/ Get, which consists of four parts: Training set images: ...

Added by onlyteo on Mon, 31 Jan 2022 22:24:18 +0200

100 cases of deep learning - convolutional neural network (CNN) for license plate recognition | day 15

1, Preliminary work My environment: Locale: Python 3 six point fiveCompiler: Jupiter notebookDeep learning environment: tensorflow2 four point oneData address: [portal] Previous highlights: 100 cases of deep learning convolutional neural network (CNN) to realize mnist handwritten numeral recognition | day 1100 cases of deep learning - c ...

Added by dbdbdb on Mon, 17 Jan 2022 21:30:40 +0200

Ptorch cifar10 image classification LeNet5

Ptorch cifar10 image classification LeNet5 Here is a summary: Summary 4. Define network (LeNet5) Handwritten font recognition model LeNet5 was born in 1994 and is one of the earliest convolutional neural networks. Through ingenious design, LeNet5 uses convolution, parameter sharing, pooling and other operations to extract features, avoid ...

Added by bongbong on Sun, 02 Jan 2022 23:59:21 +0200

Target detection pit entry Guide 4: GoogLeNet neural network

The three neural networks described above are "series", just the continuous stacking of convolution layers, and the structure is relatively simple. The next two blogs will introduce the "parallel" structure in GoogLeNet and ResNet, which are also the last two neural networks to be introduced before officially entering the ta ...

Added by AKA Panama Jack on Sun, 19 Dec 2021 07:25:00 +0200

(Spatial Pyramid Pooling, SPP) Pooling explanation and code implementation of spatial pyramids

I. Introduction Problem: Existing CNN s require fixed-size input pictures, which can be achieved by clipping or distorting the original image. These two methods may have different problems: (i) The clipped area may not contain the whole object; (ii) The distortion operation results in unnecessary geometric distortion of the target. If the targ ...

Added by PHPcoder25 on Tue, 07 Dec 2021 19:29:05 +0200

TensorFlow by Google CNN machine learning foundations: EP #5 - classifying real world images

The picture classification structure is convenient for training and testing 1. Use convolution for complex images https://bit.ly/tfw-lab5 #@title Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apac ...

Added by php_guest on Fri, 10 Sep 2021 03:19:16 +0300

100 cases of deep learning - convolutional neural network (perception V3) recognition of sign language | day 13

šŸ”± Hello, I'm šŸ‘‰ Classmate Kļ¼Œ100 cases of deep learning The series will be updated continuously. Welcome to like šŸ‘, Collection ā­, follow šŸ‘€ This paper will use the concept V3 model to realize sign language recognition, focusing on understanding the structure and construction method of the concept V3 model. 1, Preliminary work My environment ...

Added by NeoSsjin on Thu, 02 Sep 2021 11:11:57 +0300