Pix2pix Alternatives

pix2pix reviews and mentions

• Any work on Style transfer using Stable Diffusion based on image-mask pairs similar to Pix2Pix
  1 project | /r/StableDiffusion | 29 Aug 2023

  I have previously worked on retraining Pix2Pix GAN for image-to-image style transfer retrained with image-mask pairs. I expect Stable Diffusion to be better than Pix2Pix, but the problem sounds like something that should have been tackled already. I am familiar with text-based instructions for style transfer using SD (Instruct Pix2Pix), but retraining with image-mask pairs should provide better results. Does anyone know if anything that like exists already? Reference for Pix2Pix https://phillipi.github.io/pix2pix/

• Hello nooby programmer here but i do 3d art and i have few questions
  1 project | /r/ArtificialInteligence | 28 Jan 2023

  Additionally, there are some open source AI models for texture generation, such as pix2pix: https://phillipi.github.io/pix2pix/.

• Predict Fourier spectrum
  1 project | /r/MLQuestions | 25 Nov 2022

  Sounds fun. Also sounds like image-to-image translation in 1D? Pix2pix is a famous implementation that uses UNet + adversarial loss: https://github.com/phillipi/pix2pix

• Things I Have Drawn is a site in which the things kids draw are real
  1 project | news.ycombinator.com | 3 Aug 2022
• Is it possible to remove a sticker from a photo?
  1 project | /r/photography | 18 Jun 2022

  I guess everything is rasterized correctly. While u/Kelaifu is correct: there are no softwares that can guess your face where it's missing, right now there are machine learning techniques and implementations (see: https://phillipi.github.io/pix2pix/) that can go pretty far with guesses.

• Explore the water-logged city of Ys!
  1 project | /r/worldbuilding | 21 Feb 2022

  [Image generated using Machine Learning algorithm pix2pix trained by me using this dataset: CMP Facade Dataset]

• [D] Geo DeepFakes are not far away
  1 project | /r/MachineLearning | 16 Dec 2021

  pix2pix can already transform images between satellite and maps (https://phillipi.github.io/pix2pix/). Will there be any difference if I use pix2pix to transform satellite images to maps and back?

• Help with GAN Pix2Pix Code!
  1 project | /r/learnpython | 25 Aug 2021

  # Resize all images in a folder by 1/2 # modified from https://github.com/phillipi/pix2pix/blob/master/scripts/combine_A_and_B.py # resize_A_to_C.py from pdb import set_trace as st import os import numpy as np import cv2 import argparse parser = argparse.ArgumentParser("resize images by 1/2") parser.add_argument( "--fold_A", dest="fold_A", help="input directory for original images", type=str, default="./test_A", ) parser.add_argument( "--fold_C", dest="fold_C", help="output directory", type=str, default="./test_C" ) args = parser.parse_args() for arg in vars(args): print("[%s] = " % arg, getattr(args, arg)) img_list = os.listdir(args.fold_A) if not os.path.isdir(args.fold_C): os.makedirs(args.fold_C) for name_A in img_list: path_A = os.path.join(args.fold_A, name_A) if os.path.isfile(path_A) and not name_A.startswith( "." ): # skip . and .. and folders im_A = cv2.imread(path_A, cv2.IMREAD_COLOR) # Example: scale_down by factor 1/2 both dimensions scale_down = 0.5 im_C = cv2.resize( im_A, None, fx=scale_down, fy=scale_down, interpolation=cv2.INTER_LINEAR ) # store resized image with same name as in folder A path_C = os.path.join(args.fold_C, name_A) cv2.imwrite(path_C, im_C)

• cGAN (img2img) Translation Applied to 3D Scene Post-Editing
  2 projects | /r/learnmachinelearning | 29 Jul 2021

  This project uses the pix2pix Image translation architecture (https://phillipi.github.io/pix2pix/) for 3D image post-processing. The goal was to test the 3D applications of this type of architecture.

• trained the model based on dark art sketches. got such bizarre forms of life
  2 projects | /r/deepdream | 2 Jul 2021

  It seems like this even would make for a cool website, like pix2pix

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