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Top 23 Python image-manipulation Projects
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contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
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gangealing
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
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SaaSHub
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Text2LIVE
Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
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SDEdit
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
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File-Injector
File Injector is a script that allows you to store any file in an image using steganography
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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.
Project mention: How do I transfer a face from one image to another image? | /r/StableDiffusion | 2023-07-11simswap is an earlier alternative to roop, but they have a 512x512 model. https://github.com/neuralchen/SimSwap
WAS node suite has a Load Image Batch node. You can get all files in the directory and subdirectory or *.jpg (for example) to select only JPGs.
Project mention: The Windows installer of ImageMagick will no longer be signed | news.ycombinator.com | 2023-10-28We're off topic here, but in pyvips (for example) you can do text overlays like this:
https://github.com/libvips/pyvips/blob/master/examples/annot...
tldr: make an image containing your text, composite it over the image you want to annotate.
Python image-manipulation related posts
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Batch-processing images by folder on ComfyUI
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Blending images randomly without a prompt with reference only is so fun
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Image to Text custom node?
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Organized ComfyUI txt2Img-upscale workflow
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Setting the Output directory in ComfyUI
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Seamless or tiled image generation with ComfyUI?
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Batch processing, debugging text node.
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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 | |
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1 | pytorch-CycleGAN-and-pix2pix | 22,029 |
2 | Bringing-Old-Photos-Back-to-Life | 14,475 |
3 | SimSwap | 4,206 |
4 | contrastive-unpaired-translation | 2,102 |
5 | glitch-this | 1,737 |
6 | GIMP-ML | 1,347 |
7 | gangealing | 1,008 |
8 | imgp | 1,006 |
9 | Paint-by-Example | 967 |
10 | clean-fid | 863 |
11 | Text2LIVE | 849 |
12 | SDEdit | 848 |
13 | was-node-suite-comfyui | 822 |
14 | anycost-gan | 769 |
15 | GimelStudio | 633 |
16 | pyvips | 585 |
17 | File-Injector | 418 |
18 | pycloudinary | 249 |
19 | FotoKilof | 244 |
20 | sketchedit | 234 |
21 | SAFA | 171 |
22 | sam_inversion | 168 |
23 | Paint-by-Sketch | 167 |
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