Pix2pix Alternatives

Similar projects and alternatives to pix2pix

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better pix2pix alternative or higher similarity.

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Reviews and mentions

Posts with mentions or reviews of pix2pix. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-29.
  • Help with GAN Pix2Pix Code!
    1 project | reddit.com/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 | reddit.com/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 | reddit.com/r/deepdream | 2 Jul 2021
    It seems like this even would make for a cool website, like pix2pix
  • Final Year Project on DCGAN for MNIST: Need Advice from the Wise Minds of Reddit
    2 projects | reddit.com/r/MLQuestions | 29 Apr 2021
    Most improvements from recent GANs' papers usually tinker with the network architecture or loss functions used. Eg. recent near-human quality StyleGANv2 used progressive growing networks, or the GAN that coined image-to-image translation used modified loss function to better learn mapping between images. You can try explore those two factors
  • Grainy output of pix2pix GAN
    2 projects | reddit.com/r/MLQuestions | 12 Apr 2021
    I remember using the original source https://github.com/phillipi/pix2pix and I really did not modify much. For the face pictures I used 600 train pics and 5 hours (Azure NV6).
  • [Hobby Scuffles] Week of March 21, 2021
    2 projects | reddit.com/r/HobbyDrama | 22 Mar 2021
    pix2pix, vid2vid a bit harder to use, especially if you don't know your way around a linux shell. definitely possible to get some cool results though.

Stats

Basic pix2pix repo stats
6
8,718
0.0
6 months ago

phillipi/pix2pix is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

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