pix2pixHD
Im2Vec
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| pix2pixHD | Im2Vec | |
|---|---|---|
| 3 | 2 | |
| 5,597 | 204 | |
| 1.1% | - | |
| 0.0 | 2.6 | |
| 3 days ago | 8 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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pix2pixHD
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[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
Pix2PixHD (from DeepSIM)
Uses a mix of instance segmentation (BiSeNet) and conditional GAN, and is heavily inspired by the Pix2PixHD and DeepSIM papers. Will have more details when I wake up!
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How to access a class object when I use torch.nn.DataParallel()?
I used Pix2PixHD implementation in GitHub if you want to see the full code.
Im2Vec
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Im2Vec: Synthesizing Vector Graphics Without Vector Supervision
Seems they got the wrong URL, http://geometry.cs.ucl.ac.uk/projects/2021/im2vec/ has more info, also the link to a github repo: https://github.com/preddy5/Im2Vec
What are some alternatives?
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
sofgan - [TOG 2021] SofGAN: A Portrait Image Generator with Dynamic Styling
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
vpype-pixelart - Pixel art plotting in vpype
DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
ArtGAN - ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.
co-mod-gan - [ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
BCNet - Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing