Python image-manipulation

Open-source Python projects categorized as image-manipulation

Top 23 Python image-manipulation Projects

image-manipulation
  • DragGAN

    Official Code for DragGAN (SIGGRAPH 2023)

    Project mention: Vision of Thoughts (VoT) - A light proposal for predictive video processing capability - an Open Source Idea | /r/artificial | 2023-12-10
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  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

  • Bringing-Old-Photos-Back-to-Life

    Bringing Old Photo Back to Life (CVPR 2020 oral)

    Project mention: Old Photo Restoration Extension~ | /r/StableDiffusion | 2023-12-05

    This is an Extension that integrates Bringing Old Photos Back to Life, an old photo restoration algorithm, into the Automatic1111 Webui, as suggested by this post. User can process a photo, then send it to img2img or Inpaint for further refinement.

  • SimSwap

    An arbitrary face-swapping framework on images and videos with one single trained model!

  • contrastive-unpaired-translation

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

  • glitch-this

    :camera: Glitchify images and GIF - with highly customizable options!

  • GIMP-ML

    AI for GNU Image Manipulation Program

  • CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  • Paint-by-Example

    Paint by Example: Exemplar-based Image Editing with Diffusion Models

  • imgp

    :camera_flash: Fast batch image resizer and rotator

    Project mention: Use imgp on macOS with Docker | dev.to | 2024-10-06

    root@cc0fa40c9237:~# imgp usage: imgp [-h] [-x res] [-o deg] [-a] [-c] [-e] [-f] [-H] [-i] [-k] [-m] [-M res] [-n] [-N] [-O] [-P] [-q N] [-r] [-s byte] [-w] [-d] [PATH ...] Resize, rotate JPEG and PNG images. positional arguments: PATH source file or dir [default: current dir] options: -h, --help show this help message and exit -x res, --res res output resolution in HxV or percentage -o deg, --rotate deg rotate clockwise by angle (in degrees) -a, --adapt adapt to resolution by orientation [default: off] -c, --convert convert PNG to JPG format [default: off] -e, --eraseexif erase exif metadata [default: off] -f, --force force to exact specified resolution [default: off] -H, --hidden include hidden (dot) files [default: off] -i, --includeimgp re-process _IMGP files. * RISKY: refer to docs -k, --keep skip (honors -c or --pr) images matching specified H or V or --res=100 [default: off] -m, --mute operate silently [default: informative] -M res, --minres res min resolution in HxV or percentage of --res to resize -n, --enlarge enlarge smaller images [default: off] -N, --nearest use nearest neighbour interpolation for PNG [default: antialias] -O, --optimize optimize the output images [default: off] -P, --progressive save JPEG images as progressive [default: off] -q N, --quality N quality factor (N=1-95, JPEG only) [default: 75] -r, --recurse process non-symbolic dirs recursively [default: off] -s byte, --size byte minimum size to process an image [default: 1024] -w, --overwrite overwrite source images [default: off] -d, --debug enable debug logs [default: off] Version 2.9 Copyright © 2016-2023 Arun Prakash Jana License: GPLv3 Webpage: https://github.com/jarun/imgp

  • gangealing

    Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

  • SDEdit

    PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

  • clean-fid

    PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

  • Text2LIVE

    Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)

  • anycost-gan

    [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

  • GimelStudio

    Non-destructive, node based 2D image editor with an API for custom nodes

  • pyvips

    python binding for libvips using cffi

    Project mention: GraphicsMagick – a Swiss army knife of image processing | news.ycombinator.com | 2024-09-05

    libvips dev here -- the CLI interface is deliberately really basic, you'll see much better performance and flexibility with one of the language bindings. pyvips works well:

    https://github.com/libvips/pyvips

    The idea is that complex CLIs like imagemagick's are almost complete programming languages, and need a lot of learning. It's much better (imo) (and less work) to have a good binding, and to lean on python for the programming side.

    libvips is mostly self-binding. It has good introspection support, so the core of pyvips is just 200 lines of code, and automatically updates itself for new libvips versions.

  • File-Injector

    File Injector is a script that allows you to store any file in an image using steganography

  • Forgedit

    Project mention: Forgedit: Text Guided Image Editing via Learning and Forgetting | news.ycombinator.com | 2024-08-02
  • FotoKilof

    GUI for ImageMagick and Wand

  • pycloudinary

    Python package for cloudinary

    Project mention: Integração do Cloudinary ao seu projeto Django gratuitamente | dev.to | 2024-07-16
  • sketchedit

    SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022

  • SAFA

    Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.

  • Paint-by-Sketch

    Stable Diffusion-based image manipulation method with a sketch and reference image

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

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Python image-manipulation related posts

  • Use imgp on macOS with Docker

    2 projects | dev.to | 6 Oct 2024
  • Integração do Cloudinary ao seu projeto Django gratuitamente

    2 projects | dev.to | 16 Jul 2024
  • Batch-processing images by folder on ComfyUI

    1 project | /r/StableDiffusion | 8 Dec 2023
  • Blending images randomly without a prompt with reference only is so fun

    3 projects | /r/StableDiffusion | 7 Dec 2023
  • Image to Text custom node?

    1 project | /r/comfyui | 5 Dec 2023
  • Organized ComfyUI txt2Img-upscale workflow

    8 projects | /r/StableDiffusion | 14 Oct 2023
  • Setting the Output directory in ComfyUI

    1 project | /r/StableDiffusion | 13 Aug 2023
  • A note from our sponsor - Scout Monitoring
    www.scoutapm.com | 7 Nov 2024
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Index

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

Project Stars
1 DragGAN 35,702
2 pytorch-CycleGAN-and-pix2pix 23,005
3 Bringing-Old-Photos-Back-to-Life 15,071
4 SimSwap 4,539
5 contrastive-unpaired-translation 2,174
6 glitch-this 1,760
7 GIMP-ML 1,421
8 Paint-by-Example 1,107
9 imgp 1,033
10 gangealing 1,011
11 SDEdit 958
12 clean-fid 963
13 Text2LIVE 877
14 anycost-gan 777
15 GimelStudio 678
16 pyvips 645
17 File-Injector 432
18 Forgedit 355
19 FotoKilof 294
20 pycloudinary 254
21 sketchedit 244
22 SAFA 179
23 Paint-by-Sketch 174

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