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The Top 23 Python Generative Adversarial Network Image Generation Open Source Projects

Open source projects categorized as Python Generative Adversarial Network Image Generation
Categories > Machine Learning > Generative Adversarial Network
Categories > Machine Learning > Image Generation
Pytorch Cyclegan And Pix2pix ⭐ 21,090
Image-to-Image Translation in PyTorch
most recent commit 5 months ago
Paddlegan ⭐ 7,443
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
total releases 6most recent commit 5 months ago
Igan ⭐ 3,672
Interactive Image Generation via Generative Adversarial Networks
most recent commit 4 years ago
Deepnude An Image To Image Technology ⭐ 3,404
DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。
most recent commit 4 years ago
Contrastive Unpaired Translation ⭐ 1,955
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
most recent commit 8 months ago
Anime2sketch ⭐ 1,800
A sketch extractor for anime/illustration.
most recent commit 8 months ago
Data Efficient Gans ⭐ 1,231
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
most recent commit 5 months ago
Gansformer ⭐ 1,188
Generative Adversarial Transformers
most recent commit 2 years ago
Anycost Gan ⭐ 751
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
most recent commit 7 months ago
Clean Fid ⭐ 745
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
dependent packages 5total releases 37most recent commit 6 months agopypi clean-fid} Downloads
Apdrawinggan ⭐ 684
Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
most recent commit 2 years ago
Attentiongan ⭐ 564
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
most recent commit 10 months ago
Selectiongan ⭐ 427
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
most recent commit a year ago
Mixnmatch ⭐ 427
Pytorch implementation of MixNMatch
most recent commit 4 years ago
Focal Frequency Loss ⭐ 407
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
total releases 7most recent commit 2 years ago
Artgan ⭐ 387
ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.
most recent commit 8 months ago
Styleswin ⭐ 375
[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation
most recent commit a year ago
Pytorch Cyclegan ⭐ 371
A clean and readable Pytorch implementation of CycleGAN
most recent commit 5 years ago
Inpainting_gmcnn ⭐ 324
Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018
most recent commit 2 years ago
Vision Aided Gan ⭐ 321
Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)
most recent commit 2 years ago
Consingan ⭐ 311
PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)
most recent commit 3 years ago
Blendgan ⭐ 310
Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation" (NeurIPS 2021)
most recent commit 2 years ago
Cocosnet V2 ⭐ 308
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
most recent commit a year ago
The 4 Latest Releases In Python Generative Adversarial Network Image Generation Open Source Projects
Clean Fid ⭐ 745
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
dependent packages 5total releases 37latest release December 18, 2022most recent commit 6 months agopypi clean-fid} Downloads
Focal Frequency Loss ⭐ 407
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
total releases 7latest release October 22, 2021most recent commit 2 years ago
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