PapersSummaries of machine learning papers
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CoMoGANCoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.
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ZSL-ADACode accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"
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automatic-manga-colorizationUse keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:
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DraganA stable algorithm for GAN training
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AsymmetricGAN[ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
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SodAn Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
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MenyokiScreen{shot,cast} and perform ImageOps on the command line 🌱 🏞️
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HistoGANReference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
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BraindecodeOutdated, see new https://github.com/braindecode/braindecode
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Faceswap GanA denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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3d IwganA repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".
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LivianetThis repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
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Fire Detection Cnnreal-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
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MagickMagic, madness, heaven, sin
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OpenceContrast Enhancement Techniques for low-light images
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Neural DoodleTurn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
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Pix2pixbegan.pytorchA pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)
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Anycost Gan[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
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ImgtoasciiA JavaScript implementation of a image to Ascii code
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UnitUnsupervised Image-to-Image Translation
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PycnnImage Processing with Cellular Neural Networks in Python
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RganRecurrent (conditional) generative adversarial networks for generating real-valued time series data.
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ObliqueWith Oblique explore new styles of displaying images
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All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
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TorchfusionA modern deep learning framework built to accelerate research and development of AI systems
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Sketch To Art🖼 Create artwork from your casual sketch with GAN and style transfer
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CometaSuper fast, on-demand and on-the-fly, image processing.
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L1stabilizer🎥 Video stabilization using L1-norm optimal camera paths.
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Pi Rec🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译,条件GAN,AI绘画
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MganMasking GAN - Image attribute mask generation
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Image To Image Papers🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)
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DmsmsgrcgA photo OCR project aims to output DMS messages contained in sign structure images.
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Photon⚡ Rust/WebAssembly image processing library
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Lightning BoltsToolbox of models, callbacks, and datasets for AI/ML researchers.
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PopbotColor splash effects using Deep Learning
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Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
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Image CaptioningImage Captioning: Implementing the Neural Image Caption Generator with python
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GandissectPytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
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AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
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Core50CORe50: a new Dataset and Benchmark for Continual Learning
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ImagesSource code of images.weserv.nl, to be used on your own server(s).
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LsuvinitReference caffe implementation of LSUV initialization
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ExermoteUsing Machine Learning to predict the type of exercise from movement data
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ExprganFacial Expression Editing with Controllable Expression Intensity
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Deep K Means Pytorch[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"
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DeepnudecliDeepNude Command Line Version With Watermark Removed
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Lggan[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
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BitmapC++ Bitmap Library
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IseebetteriSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
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Image Super Resolution🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
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Tf cnnvisCNN visualization tool in TensorFlow
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OneshottranslationPytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018
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Nuxt Image Loader ModuleAn image loader module for nuxt.js that allows you to configure image style derivatives.
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