Image Processing

DeepNude Algorithm Clothing Removal Principle Analysis

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DeepNude Algorithm Clothing Removal Principle Analysis

DeepNude algorithm “removing” clothes – Welfare Bar http://fulibus.net/deepnude.html First, the file is as shown Deep learning computer vision (speculated) Image Inpainting You can refer to NVIDIA’s paper using partial convolution and partial convolution-based filling to repair images with irregular holes. The code part of the paper is converted. Paper address: https://arxiv.org/abs/1804.07723 and https://arxiv.org/abs/1811.11718 In the … Read more

DeepNude Technology Insights Found on GitHub

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DeepNude Technology Insights Found on GitHub

Source:OpenSourceTop ID:OpenSourceTop A while ago, a programmer developed an application called DeepNude. “Is Technology Innocent? AI Nudity App Taken Down Hours After Launch” The app is very simple to use: open the software → convert → generate a photo. Based on the results provided online, the effect can indeed be quite realistic, as shown below: … Read more

Applications of Generative Adversarial Networks in Alzheimer’s Disease Diagnosis and Neuroimaging Data Processing

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Applications of Generative Adversarial Networks in Alzheimer's Disease Diagnosis and Neuroimaging Data Processing

Highlights: This article systematically reviews the application of a deep learning method—Generative Adversarial Networks (GANs)—in the auxiliary diagnosis of Alzheimer’s Disease (AD) and the processing of neuroimaging data (image denoising, image segmentation, data augmentation, and modality conversion); This article finds that compared to other methods, GANs exhibit higher classification accuracy in AD auxiliary diagnosis tasks … Read more

Research Progress on Applications of Generative Adversarial Networks (GAN)

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Research Progress on Applications of Generative Adversarial Networks (GAN)

With the rapid development of deep learning, significant progress has also been made in the field of generative models. Generative Adversarial Networks (GAN) are an unsupervised learning method proposed based on the theory of two-player zero-sum games in game theory. GAN consists of a generator network and a discriminator network, and is trained through adversarial … Read more

Understanding ResNet: The Essence and Applications of Residual Neural Networks

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Understanding ResNet: The Essence and Applications of Residual Neural Networks

This article will cover the essence of ResNetthe principles of ResNetand the applications of ResNet to help you understand Residual Neural Networks (ResNet). Residual Neural Network ResNet 1. The essence of ResNetResNet’s definition: Residual Neural Network (ResNet) is an architecture of deep convolutional neural networks (CNN) that addresses the degradation problem in training deep networks … Read more

Transform Reference Images into Comics Easily!

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Transform Reference Images into Comics Easily!

Transform Reference Images into Comics Easily! Did you know? Sometimes, a simple image can be transformed into a creative comic through some magical technology. Recently, I discovered a fantastic tool called KeLing, which can easily convert reference images into comics, allowing your creativity to run wild! I remember once, while wandering the streets, I was … Read more

Detailed Guide on Keling AI: Easy Video Creation from Images

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Detailed Guide on Keling AI: Easy Video Creation from Images

In this fast-paced era, we are always looking for ways to make life simpler and more enjoyable. Today, I bring you great news – a detailed guide on Keling AI: Easily Create Videos from Images! Are you also wondering how to create an exciting video from just one picture? Don’t worry, let’s explore together! What … Read more

Deep Learning Applications in Art

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Deep Learning Applications in Art

Click on the “Deep Learning Lecture Hall” above to subscribe! The Deep Learning Lecture Hall is dedicated to promoting the latest technologies, products, and activities in artificial intelligence and deep learning. Host Liu Jinyang: First, let’s invite Teacher Wang Naiyan to give us a talk on “Applications of Deep Learning in Art”. In the past … Read more

A Minimal Guide to Runway Gen-2 AI Video Generation

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A Minimal Guide to Runway Gen-2 AI Video Generation

Introduction Recently, the Runway Gen-2 model has made significant breakthroughs in its image-to-video generation capabilities, with some of the results being quite impressive. Therefore, I am writing this minimal usage guide for everyone to have fun with. Usage Guide This guide will introduce the costs, usage methods, and generation patterns of the Runway Gen-2 model. … Read more

AI Image to Video Generation: A Simple 3-Step Guide

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AI Image to Video Generation: A Simple 3-Step Guide

Hello everyone, I am Xiao Yang. Today I am bringing you a super beginner-friendly tutorial on the trending AI image-to-video generation! If you are not familiar with AI image generation, please check the previous article~ Showcase of results: Let’s start our tutorial: First, everyone needs to prepare a tool for scientific internet access (you know … Read more