2020, Wavesplit: End-to-End Speech Separation by Speaker Clustering, Zeghidour. CycleGAN uses a cycle consistency loss to enable training without the need for paired data. Radar in Action Series by Fraunhofer FHR . If nothing happens, download Xcode and try again. This repository is being sponsored by the following tool; please help to support us by taking a look and signing up to a free trial. We introduce an autoencoder that tackles these issues jointly, which we call Adversarial Latent Autoencoder (ALAE). sed-crnn DCASE 2017 real-life sound event detection winning method. GitHub 2020, Real Time Speech Enhancement in the Waveform Domain, Defossez. Try to super-resolve your own images on Colab! 2020, Deep Residual-Dense Lattice Network for Speech Enhancement. 2019, Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation, Luo. 2019, Conv-TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation, Luo. SOTA for denoising, deblurring, deraining, dehazing, and enhancement. Are you sure you want to create this branch? This section explains DeepNude-related AI/Deep Learning (especially computer vision) code practices, and if you like to experiment, enjoy them. Join LiveJournal News (2020-8): A deep plug-and-play image restoration toolbox is released at cszn/DPIR. Fast and accurate human pose estimation in PyTorch. The semantic graph is a color picture. 2020, FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement. Audio style transfer with shallow random parameters CNN. This repository contains the pix2pixHD algorithms(proposed by NVIDIA) of DeepNude, and more importantly, the general image generation theory and practice behind DeepNude. You should modify the json file from options first, for example, 2021, Attention is All You Need in Speech Separation, Subakan. SOTA results for image denoising, super-resolution, and image enhancement. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. 2017, SEGAN: Speech Enhancement Generative Adversarial Network, Pascual. Official implementation of VQMIVC: One-shot (any-to-any) Voice Conversion @ Interspeech 2021 + Online playing demo! "Image-to-Image Translation with Conditional Adversarial Networks", in CVPR 2017. InsightFace: 2D and 3D Face Analysis Project, Real-time face detection and emotion/gender classification, 2D and 3D Face alignment library build using pytorch, Joint 3D Face Reconstruction and Dense Alignment, A deep learning framework based on Tensorflow, 6D Rotation Representation for Unconstrained Head Pose Estimation (Pytorch), FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation, Channel Attention Is All You Need for Video Frame Interpolation, Code repo for the Pytorch GAN Zoo project (used to train this model), Age Transformation Using a Style-Based Regression Model, GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior, Hand detection branch of Face detection using keras-yolov3, Very Deep Convolutional Networks for Large-Scale Image Recognition, Deep Residual Learning for Image Recognition, Rethinking the Inception Architecture for Computer Vision, Partial Convolution Layer for Padding and Image Inpainting, Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale), Weather Prediction From Image - (Warmth Of Image), Image Inpainting via Generative Multi-column Convolutional Neural Networks, 3D Photography using Context-aware Layered Depth Inpainting, Free-Form Image Inpainting with Gated Convolution, Learning Image Restoration without Clean Data, DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks, Document Rectification and Illumination Correction using a Patch-based CNN, Deep White-Balance Editing, CVPR 2020 (Oral), Image Dehazing Transformer with Transmission-Aware 3D Position Embedding, Xception65 for backbone network of DeepLab v3+, High-resolution networks (HRNets) for Semantic Segmentation, M-LSD: Towards Light-weight and Real-time Line Segment Detection, DexiNed: Dense Extreme Inception Network for Edge Detection, AGLLNet: Attention Guided Low-light Image Enhancement (IJCV 2021), MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch, Mask R-CNN: real-time neural network for object instance segmentation, M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network, Pedestrian-Detection-on-YOLOv3_Research-and-APP, EfficientDet: Scalable and Efficient Object Detection, in PyTorch, Detecting Twenty-thousand Classes using Image-level Supervision, 3D Bounding Box Estimation Using Deep Learning and Geometry, Attentive but Diverse Person Re-Identification, RAFT: Recurrent All Pairs Field Transforms for Optical Flow, Code repo for realtime multi-person pose estimation in CVPR'17 (Oral). Unseen or zero-shot learning (image-level recognition). ", Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC). GAN Prior Embedded Network for Blind Face Restoration in the Wild. Here, CycleGAN is used to convert different types of images, such as porn->natural. The collection of pre-trained, state-of-the-art AI models. Available in Photos, Screenshot, Quick Look, Safari, and more. By logging in to LiveJournal using a third-party service you accept LiveJournal's User agreement. We did not use the paired noisy/clean data by DND and SIDD during training! We conduct human evaluation on a standard 8 face super-resolution task on CelebA-HQ, comparing with SOTA GAN methods. MMEngine: OpenMMLab foundational library for training deep learning models. We illustrate the utility of SinGAN in a wide range of image manipulation tasks. 2019, MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement. Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR. 2016, DANet:Deep Attractor Network (DANet) for single-channel speech separation, Chen. Simple Baselines for Human Pose Estimation and Tracking. GitHub If nothing happens, download GitHub Desktop and try again. Realistic Speech-Driven Facial Animation with GANs, Click to try pornographic image detection Demo, Click here to systematically understand GAN, Click here to systematically image-to-image-papers, Image-to-Image Translation with Conditional Adversarial Networks, High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs, Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation, A Style-Based Generator Architecture for Generative Adversarial Networks, Analyzing and Improving the Image Quality of StyleGAN, Image Inpainting for Irregular Holes Using Partial Convolutions, SinGAN: Learning a Generative Model from a Single Natural Image, Image Processing Using Multi-Code GAN Prior, StarGAN v2: Diverse Image Synthesis for Multiple Domains, DeepFaceDrawing: Deep Generation of Face Images from Sketches, paddlepaddle version of the above model image generation model library paddegan, Related paper: First Order Motion Model for Image Animation, https://yuanxiaosc.github.io/images/wechatpay.jpg, https://yuanxiaosc.github.io/images/alipay.jpg, all colors (eyes, hair, light) and details facial features from Source A, inherit advanced facial features from Source B, such as posture, general hair style, facial shape and glasses, posture, general facial shape and glasses come from source a, inherits the middle level facial features of source B, such as hair style, open / closed eyes, the main facial content comes from source a, inherits the advanced facial features of source B, such as color scheme and microstructure, Fake Image Generation and Image-to-Image Demo, DeepNude Algorithm: Normal to Pornography Image, NSFW: Pornography to Normal Image, Pornographic Image Detection, GAN Image Generation Theoretical Research, Official DeepNude Algorithm(Based on Pytorch). You signed in with another tab or window. About ailia SDK. A tag already exists with the provided branch name. The videos generated using this model do not only produce lip movements that are synchronized with the audio but also exhibit characteristic facial expressions such as blinks, brow raises etc. A tag already exists with the provided branch name. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach, PoseNet of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net), CNNs for predicting the rotation angle of an image to correct its orientation, Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization, PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer, pix2pixHD: High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs, Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network, Enhanced Deep Residual Networks for Single Image Super-Resolution, Single Image Super-Resolution via a Holistic Attention Network, Revisiting RCAN: Improved Training for Image Super-Resolution, SwinIR: Image Restoration Using Swin Transformer, CRAFT: Character-Region Awareness For Text detection, EAST: An Efficient and Accurate Scene Text Detector, PaddleOCR : Awesome multilingual OCR toolkits based on PaddlePaddle, Ready-to-use OCR with 80+ supported languages, vehicle-attributes-recognition-barrier-0042, vehicle-license-plate-detection-barrier-0106. keras gan generative-adversarial-networks image-deblurring Updated Sep 23, 2022; image-deblurring image-enhancement lednet low-light-image-enhancement Updated Oct 8, 2022; Python; jnagy1 / IRtools Star 63. If nothing happens, download Xcode and try again. You can easily lift the subject from an image or isolate the subject by removing the background. Use Git or checkout with SVN using the web URL. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Similar to Apple's HTTP Live Streaming (HLS) solution, MPEG-DASH works by breaking the content into a sequence of small segments, which RetinaFace: Single-stage Dense Face Localisation in the Wild. News (2022-10-04): We release the training codes of RVRT, NeurlPS2022 for video SR, deblurring and denoising. ICCV 2021 . ailia SDK provides a consistent C++ API on Windows, Mac, Linux, iOS, Android, Jetson and Raspberry Pi. setting "dataroot_H": "trainsets/trainH" if path of the high quality dataset is trainsets/trainH. 2014, On Training Targets for Supervised Speech Separation, Wang. 2019, MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement. [facebookDenoiser] 2020, Monaural speech enhancement through deep wave-U-net, Guimares. ailia SDK is a self-contained cross-platform high speed inference SDK for AI. They are fake images generated by StyleGAN without any copyright issues. [Paper] [DC-UNet], 2020, Learning Complex Spectral Mapping With GatedConvolutional Recurrent Networks forMonaural Speech Enhancement, Tan. News (2021-08-24): We upload the BSRGAN degradation model. More than 83 million people use GitHub to discover, fork, and contribute to over 200 million projects. Bug fix in dist sampler that caused same data order in each epoch, Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, BSRGAN, SwinIR, VRT, RVRT, interactive online Colob demo for real-world image SR, https://github.com/xinntao/BasicSR/blob/master/docs/TrainTest.md, https://drive.google.com/drive/folders/13kfr3qny7S2xwG9h7v95F5mkWs0OmU0D, https://github.com/xinntao/BasicSR/blob/master/docs/DatasetPreparation.md, split_imageset(original_dataroot, taget_dataroot, n_channels=3, p_size=512, p_overlap=96, p_max=800). DeepFakes can be seen as an upgraded version of DeepNude, which uses a deep learning model to generate a series of techniques that can be faked, such as fake images, fake audio, and fake videos. 2018, Tasnet: time-domain audio separation network for real-time, single-channel speech separation, Luo. ; More than 83 million people use GitHub to discover, fork, and contribute to over 200 million projects. GitHub Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos.From the perspective of engineering, it seeks to understand and automate tasks that the human visual system can do.. Computer vision tasks include methods for acquiring, processing, analyzing and understanding digital images, The following results are obtained by our SCUNet with purely synthetic training data! StyleGAN can not only generate fake images source A and source B, but also combine the content of source A and source B from different strengths, as shown in the following table. StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion. Click to start systematic learning DeepFakes. [Paper], 2017, Time-Frequency Masking in the Complex Domain for Speech Dereverberation and Denoising, Williamson. This section provides a demo of Image-to-Image Demo: Black and white stick figures to colorful faces, cats, shoes, handbags. 6. [Paper] [CRN-Hao], 2017, Complex spectrogram enhancement by convolutional neural network with multi-metrics learning, Fu. GitHub DeepNude is a pornographic software that is forbidden by minors. DBFace : real-time, single-stage detector for face detection. iOS 2020, A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech. Our improved model works on "in-the-wild" unseen faces and is capable of capturing the emotion of the speaker and reflecting it in the facial expression. 2020, DeepMMSE: A Deep Learning Approach to MMSE-based Noise Power Spectral Density Estimation. License. The different color blocks on the map represent different kinds of objects, such as pedestrians, cars, traffic signs, buildings, and so on. Even if the shape is very irregular, NVIDIA's model can restore the image with very realistic The picture fills the smeared blank. https://github.com/athena-team/athena-signal. sound separation: Deep learning based speech source separation using Pytorch, Comparison-of-Blind-Source-Separation-techniques, A localisation- and precedence-based binaural separation algorithm, Convolutive Transfer Function Invariant SDR, nn-gev:Neural network supported GEV beamformer CHiME3, chime4-nn-mask:Implementation of NN based mask estimator in pytorchreuse some programming from nn-gev, beamformit_matlab:A MATLAB implementation of CHiME4 baseline Beamformit, pb_chime5:Speech enhancement system for the CHiME-5 dinner party scenario. [Paper] [DCCRN], 2020, T-GSA: Transformer with Gaussian-Weighted Self-Attention for Speech Enhancement, Kim. News (2021-08-18): We upload the extended BSRGAN degradation model. DCGAN is used to achieve random number to image generation tasks, such as face generation. APS:A workspace for single/multi-channel speech recognition & enhancement & separation. 2021, Multi-Task Audio Source Separation, Collection of papers, datasets and tools on the topic of Speech Dereverberation and Speech Enhancement, Dereverberation-toolkit-for-REVERB-challenge, Tutorial speech separation, like awesome series. YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone. speech enhancement\speech seperation\sound source localization. 2020, A Recursive Network with Dynamic Attention for Monaural Speech Enhancement. 2020, HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks, Su. Obviously, DeepNude is the wrong application of artificial intelligence technology, but it uses Image2Image technology for researchers and developers working in other fields such as fashion, film and visual effects. [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". To associate your repository with the Contribute to smisthzhu/deepnude development by creating an account on GitHub. You signed in with another tab or window. A Tensorflow implementation of RetinexNet. News (2021-09-08): Add matlab code to zoom local part of an image for the purpose of comparison between different results. Under development First you can use the official implementation. To associate your repository with the No description, website, or topics provided. Library to build speech synthesis systems designed for easy and fast prototyping. 2020, RNNoise-like fixed-point model deployed on Microcontroller using NNoM inference framework. Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. Learn more. [Paper], 2018, A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement, Tan. 2019, A New Framework for CNN-Based Speech Enhancement in the Time Domain. We identify our platform successfully reproduces most of representative GANs except for PD-GAN, ACGAN, LOGAN, SAGAN, and BigGAN-Deep. AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss, PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC), Voice Converter Using CycleGAN and Non-Parallel Data, Unsupervised Speech Decomposition Via Triple Information Bottleneck, This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks. CycleGAN This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. This research has produced images with a resolution of 2k by 1k, which is very close to full HD photos. If nothing happens, download GitHub Desktop and try again. pix2pixHD is a general-purpose Image2Image technology proposed by NVIDIA. image-restoration GitHub DeepNude uses a slightly modified version of the pix2pixHD GAN architecture, quoted from deepnude_official. Image Type Paper Source Code/Project Link; Line art: Style2paints V1 : Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN ACPR 2017: Unofficial: Manga: Comicolorization: Semi-Automatic Manga Colorization: SIGGRAPH Asia 2017 GitHub However, the reconstructions from both of the methods are far from ideal. setting "gpu_ids": [0,1,2,3] if 4 GPUs are used, Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Python is a high-level, general-purpose programming language.Its design philosophy emphasizes code readability with the use of significant indentation.. Python is dynamically-typed and garbage-collected.It supports multiple programming paradigms, including structured (particularly procedural), object-oriented and functional programming.It is often described as a "batteries The following results are obtained by our SCUNet with purely synthetic training data! UGATIT can do both image conversions that require Holistic Changes, and image conversions that require Large Shape Changes. Live Text for video. A tag already exists with the provided branch name. A simple baseline for 3d human pose estimation in tensorflow. GitHub There was a problem preparing your codespace, please try again. Figure 3: Summary of the InfoGAN Architecture. Bringing Old Photo Back to Life (CVPR 2020 oral), SwinIR: Image Restoration Using Swin Transformer (official repository). TensorFlow and PyTorch implementations of the paper Fast Underwater Image Enhancement for Improved Visual Perception (RA-L 2020) and other GAN-based models. [Paper], 2021, DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement, Le. Single-Image-Super-Resolution. Projects in OpenMMLab. News (2021-09-07): We upload the training code of SwinIR and provide an interactive online Colob demo for real-world image SR. Although studied extensively, the issues of whether they have the same generative power of GANs, or learn disentangled representations, have not been fully addressed. Learn more. Towards Robust Monocular Depth Estimation: Deeper Depth Prediction with Fully Convolutional Residual Networks, ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems". News (2022-03-23): We release the testing codes of SCUNet for blind real image denoising. Single-Image-Super-Resolution Are you sure you want to create this branch? 2020, Online Monaural Speech Enhancement using Delayed Subband LSTM, Li. 2020, Real Time Speech Enhancement in the Waveform Domain, Defossez. Contribute to amusi/ICCV2021-Papers-with-Code development by creating an account on GitHub. If nothing happens, download Xcode and try again. If nothing happens, download GitHub Desktop and try again. Dynamic Adaptive Streaming over HTTP Use the Pix2Pix model (Conditional Adversarial Networks) to implement black and white stick figures to color graphics, flat houses to stereoscopic houses and aerial maps to maps. Existing methods address either of the issues, having limited diversity or multiple models for all domains. Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch. An example of using this demo is as follows. News (2020-10): Add utils_receptivefield.py to calculate receptive field. Add a description, image, and links to the topic page so that developers can more easily learn about it. This allows generating new samples of arbitrary size and aspect ratio, that have significant variability, yet maintain both the global structure and the fine textures of the training image. ailia SDK is a self-contained cross-platform high speed inference SDK for AI. 2019, SERGAN: Speech enhancement using relativistic generative adversarial networks with gradient penalty, Deepak Baby. Image by PerceptiLabs.. For more information about InfoGAN, check out this article.. Summary: Use an InfoGAN when you need to disentangle certain features of images for synthesis into newly-generated images.. Super Resolution GAN. [CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution, Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab). reproducible-image-denoising-state-of-the-art, Awesome-CVPR2021-CVPR2020-Low-Level-Vision. Python (programming language Are you sure you want to create this branch? There was a problem preparing your codespace, please try again. Without increasing the amount of calculation of StyleGAN, while solving the image artifacts generated by StyleGAN and obtaining high-quality images with better details, StyleGAN2 implements a new SOTA for unconditional image modeling tasks. The collection of pre-trained, state-of-the-art AI models for ailia SDK. We check the reproducibility of GANs implemented in StudioGAN by comparing IS and FID with the original papers. GitHub News (2022-02-15): We release the training codes of VRT for video SR, deblurring and denoising. You signed in with another tab or window. [Paper] [DPCRN], 2021, Real-time denoising and dereverberation with tiny recurrent u-net, Choi. Related paper: First Order Motion Model for Image Animation. Computer vision Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration. Our model is trained to capture the internal distribution of patches within the image, and is then able to generate high quality, diverse samples that carry the same visual content as the image. News (2021-08-31): We upload the training code of BSRGAN. topic, visit your repo's landing page and select "manage topics.". NSFW(Not Safe/Suitable For Work) is a large-scale image dataset containing five categories of images [porn, hentai, sexy, natural, drawings]. Work fast with our official CLI. You signed in with another tab or window. News (2021-09-09): Add main_download_pretrained_models.py to download pre-trained models. Work fast with our official CLI. 2018, Improved Speech Enhancement with the Wave-U-Net, Macartney. All you need is the source and the target dataset. GitHub is where people build software. #TensorFlow #PyTorch #RAL2020. LSV Carts This project is released under the Apache 2.0 license..
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