Im2Vec vs pix2pixHD

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Im2Vec		pix2pixHD
	Project
2	Mentions	6
231	Stars	6,515
-	Growth	0.8%
2.4	Activity	0.0
over 1 year ago	Latest Commit	11 months ago
Python	Language	Python
Apache License 2.0	License	GNU General Public License v3.0 or later

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Im2Vec

Posts with mentions or reviews of Im2Vec. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-15.

Im2Vec: Synthesizing Vector Graphics Without Vector Supervision
2 projects | news.ycombinator.com | 15 Mar 2021

pix2pixHD

Posts with mentions or reviews of pix2pixHD. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-04.

How do I run more than 200 epochs in training a Pix2PixHD model?
1 project | /r/MLQuestions | 11 Aug 2022
NVIDIA DLSS Now Available in Over 150 Games, Including Dying Light 2 Stay Human, Sifu and Phantasy Star Online 2 New Genesis
1 project | /r/Games | 14 Feb 2022

Well, maybe not, considering things like pix2pix can generate detail from just solid shapes and colors.
Image to hand drawn
4 projects | /r/artificial | 4 Feb 2022

Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
3 projects | /r/MachineLearning | 25 Sep 2021

Pix2PixHD (from DeepSIM)

3 projects | /r/MachineLearning | 25 Sep 2021

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!
How to access a class object when I use torch.nn.DataParallel()?
1 project | /r/pytorch | 12 Mar 2021

I used Pix2PixHD implementation in GitHub if you want to see the full code.

What are some alternatives?

When comparing Im2Vec and pix2pixHD you can also consider the following projects:

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

vpype-pixelart - Pixel art plotting in vpype

awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments

involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling

trufont - TruFont is a streamlined and hackable font editor. À l’ancienne.

face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch

MPRNet - [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

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]

contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)