Official Code for DragGAN (SIGGRAPH 2023)
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May 18, 2024 - Python
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Generative Adversarial Network
Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.
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SoftVC VITS Singing Voice Conversion
flow ai deep-learning voice speech pytorch audio-analysis generative-adversarial-network variational-inference voice-conversion vc voice-changer vits singing-voice-conversion voiceconversion sovits so-vits-svc
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Nov 11, 2023 - Python
Image-to-Image Translation in PyTorch
computer-vision deep-learning computer-graphics pytorch generative-adversarial-network gan image-manipulation image-generation gans pix2pix cyclegan
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Aug 6, 2025 - Python
Bringing Old Photo Back to Life (CVPR 2020 oral)
photos pytorch generative-adversarial-network image-manipulation gans image-restoration old-photo-restoration photo-restoration
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Oct 26, 2023 - Python
A list of all named GANs!
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Oct 6, 2023 - Python
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
computer-vision deep-learning computer-graphics torch generative-adversarial-network gan image-manipulation image-generation gans pix2pix cyclegan
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Sep 12, 2023 - Lua
Image-to-image translation with conditional adversarial nets
computer-vision deep-learning computer-graphics generative-adversarial-network gan dcgan image-manipulation image-generation pix2pix image-to-image-translation
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Jun 6, 2021 - Lua
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
deep-neural-networks computer-vision deep-learning cnn pytorch generative-adversarial-network gan colab fourier high-resolution generative-adversarial-networks image-inpainting inpainting fourier-transform inpainting-methods colab-notebook inpainting-algorithm fourier-convolutions
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Feb 5, 2025 - Jupyter Notebook
Build your neural network easy and fast, 莫烦Python中文教学
python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial pytorch-tutorials
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Mar 23, 2023 - Jupyter Notebook
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 generation, image/video restoration/enhancement, etc.
computer-vision deep-learning image-processing pytorch image-editing generative-adversarial-network image-generation super-resolution diffusion inpainting matting image-synthesis text2image video-super-resolution video-interpolation video-frame-interpolation diffusion-models aigc generative-ai
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Aug 6, 2024 - Jupyter Notebook
Synthesizing and manipulating 2048x1024 images with conditional GANs
deep-neural-networks computer-vision deep-learning computer-graphics pytorch generative-adversarial-network gan pix2pix image-to-image-translation
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Nov 4, 2024 - Python
Curated list of awesome GAN applications and demo
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Aug 24, 2023
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
machine-learning tutorial neural-network tensorflow regression cnn dropout generative-adversarial-network gan dqn classification rnn autoencoder tensorflow-tutorials deep-q-network
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Oct 31, 2020 - Python
Interactive Image Generation via Generative Adversarial Networks
computer-vision deep-learning computer-graphics generative-adversarial-network gan dcgan image-manipulation pix2pix
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Aug 5, 2020 - Python
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
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Jan 12, 2025 - Python
Compute FID scores with PyTorch.
deep-learning pytorch generative-adversarial-network gan frechet-distance fid inception-score fid-score
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Jul 3, 2024 - Python
[CVPR2020] Adversarial Latent Autoencoders
python machine-learning computer-vision deep-learning neural-network paper pytorch generative-adversarial-network gan generative-model autoencoder celeba paper-implementations face-generation pytorch-implementation celeba-hq stylegan ffhq cvpr2020 alae
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Jan 23, 2021 - Python
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
machine-learning deep-learning pytorch generative-adversarial-network biggan stylegan2 stylegan2-ada data-efficient-gan-training stylegan3 clean-fid
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Aug 9, 2024 - Python
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
deep-neural-networks tensorflow generative-adversarial-network image-inpainting attention-model deepfill
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Jun 27, 2024 - Python
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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Apr 17, 2022 - Jupyter Notebook
Released June 10, 2014
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