Trending repositories for topic generative-adversarial-network
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generati...
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Bringing Old Photo Back to Life (CVPR 2020 oral)
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
A large-scale face dataset for face parsing, recognition, generation and editing.
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generati...
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
A large-scale face dataset for face parsing, recognition, generation and editing.
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
Synthetic data generators for tabular and time-series data
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generati...
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
Bringing Old Photo Back to Life (CVPR 2020 oral)
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
A large-scale face dataset for face parsing, recognition, generation and editing.
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.
Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare ...
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Explore the complete Deep Learning MasterClass in TensorFlow and PyTorch, covering neural networks, GANs, Transformers, VAEs, and more. Your go-to resource for mastering cutting-edge techniques.
List of FOSS Deep Learning Applications with GUI and/or CLI
[CVPR 2024] On the Content Bias in Fréchet Video Distance
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
Pytorch implementation of common image generation metrics.
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
Synthetic data generators for tabular and time-series data
[CVPR2022 oral] A Simple and Effective Baseline for Text-to-Image Synthesis
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Bringing Old Photo Back to Life (CVPR 2020 oral)
Advanced Unsupervised Image Enhancement with GAN
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generati...
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Advanced Unsupervised Image Enhancement with GAN
This repository contains code to train object detection models like FRCNN/YOLO for identifying objects in Ground Penetrating Radar scans. It also contains code to generate fake data using Generative A...
Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare ...
This paper summarizes a deep learning-based approach with an LSTM trained on the widely used Oxford battery degradation dataset and the help of generative adversarial networks (GANS).
A Comprehensive List of Works for Generative Modeling with Limited Data, Few Shots, and Zero Shot
[CVPR 2024] On the Content Bias in Fréchet Video Distance
[WACV 2024] "CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer"
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
[ECCV 2024] Official implementation of "Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization"
Explore the complete Deep Learning MasterClass in TensorFlow and PyTorch, covering neural networks, GANs, Transformers, VAEs, and more. Your go-to resource for mastering cutting-edge techniques.
Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
List of FOSS Deep Learning Applications with GUI and/or CLI
Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.
Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
Advanced Unsupervised Image Enhancement with GAN
Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.
[ECCV 2024] Official implementation of "Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization"
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Bringing Old Photo Back to Life (CVPR 2020 oral)
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generati...
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Advanced Unsupervised Image Enhancement with GAN
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
[CVPR 2024] On the Content Bias in Fréchet Video Distance
Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.
[WACV 2024] "CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer"
Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare ...
Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.
The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution...
This repository contains code to train object detection models like FRCNN/YOLO for identifying objects in Ground Penetrating Radar scans. It also contains code to generate fake data using Generative A...
HyMPS will be a platform-indipendent software suite for advanced audio/video contents production.
PyTorch code for FLD (Feature Likelihood Divergence), FID, KID, Precision, Recall, etc. using DINOv2, InceptionV3, CLIP, etc.
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..
Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
This repository exploits a finely tuned Stable Diffusion model and the robust DreamBooth framework to generate distinctive and personalizable avatars.