Python image-to-image-translation

Open-source Python projects categorized as image-to-image-translation | Edit details

Top 5 Python image-to-image-translation Projects

  • pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

    Project mention: [P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly) | reddit.com/r/MachineLearning | 2021-09-25

    Pix2PixHD (from DeepSIM)

  • stargan-v2

    StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

    Project mention: How to Run stargan2 on Google Colab | dev.to | 2021-07-20

    This version of StarGAN2 (coined as 'Post-modern Style Transfer') is intended mostly for fellow artists, who rarely look at scientific metrics, but rather need a working creative tool. At least, this is what I use nearly daily myself. Here are few pieces, made with it: Terminal Blink, Occurro, etc. Tested on Pytorch 1.4-1.8. Sequence-to-video conversions require FFMPEG. For more explicit details refer to the original implementation.

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • DeepSIM

    Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

    Project mention: [P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly) | reddit.com/r/MachineLearning | 2021-09-25

    Pix2PixHD (from DeepSIM)

  • co-mod-gan

    [ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

    Project mention: Paper explained - Large Scale Image Completion via Co-Modulated Generative Adversarial Networks | reddit.com/r/computervision | 2021-05-27

    [Full Explanation Post] [Arxiv] [Code]

  • Stacked_DMSHN_bokeh

    Official Repository for our CVPRW (MAI'21) paper.

    Project mention: CVPRW paper on Monocular Bokeh Effect Rendering | reddit.com/r/computervision | 2021-05-20

    Code: https://github.com/saikatdutta/Stacked_DMSHN_bokeh

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-09-25.

Python image-to-image-translation related posts

Index

What are some of the best open-source image-to-image-translation projects in Python? This list will help you:

Project Stars
1 pix2pixHD 5,597
2 stargan-v2 2,744
3 DeepSIM 331
4 co-mod-gan 273
5 Stacked_DMSHN_bokeh 11
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