Roundtrip
pytorch-CycleGAN-and-pix2pix
| Roundtrip | pytorch-CycleGAN-and-pix2pix | |
|---|---|---|
| 1 | 10 | |
| 61 | 22,112 | |
| - | - | |
| 4.9 | 2.5 | |
| about 1 year ago | 3 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Roundtrip
-
Conditional Density Estimation Models?
The two issues I am having are 1. that I don't know what is most recent or capable or advanced in this area of machine learning (HuggingFace doesn't have any), and 2. that the two models I have found - MONDE (Chilinski and Silva, 2020) and Roundtrip (Liu, et al., 2021) - are overk!ll for what I need. Are there any Bayesians out there who could point me to something practical that they have used in their jobs? And if conditional density estimators are not used in your industry, could you explain why that is the case?
pytorch-CycleGAN-and-pix2pix
-
List of AI-Models
Click to Learn more...
- I want an A.I. to learn my art style so I can keep making art in my art style despite not having the time to do it.
-
I'm looking for an AI Art generator from images
pix2pix (https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) - This is a PyTorch implementation of the pix2pix algorithm for image-to-image translation. Given a set of images, the model can learn to generate a new image from a different domain that is similar to the input image.
-
Seamless textures with SD and PBR maps with a pix2pix cGAN
Using junyanz/pytorch-CycleGAN-and-pix2pix as a basis for pix2pix, I applied the same blending method to fix seams. It essentially takes an input image and generates an output. The results depend on the paired training data. In this case, each map (height, roughness, etc.) is a separate checkpoint and had to be trained on paired training data with the diffuse as the input and the respective map as the output.
- IA art
- Segmentation and clasification with UNET
-
Trying to understand PatchGAN discriminator
Code for https://arxiv.org/abs/1611.07004 found: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
-
I made a 3d topographic map based on my recent civ6 game
pix2pix algorithm is used for translating Civ6Maps to heightmaps. Synthesized terrain was rendered in blender.
-
This Wojak Does Not Exist
https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
-
Training a neural net to generate Wojaks
I'm working on creating a face-to-wojak model using PyTorch CycleGan/Pix2Pix [0] and found some of my outputs to be outrageous yet somehow relatable. People are into it so thought I'd share on HN
[0] https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
What are some alternatives?
Keras-GAN - Keras implementations of Generative Adversarial Networks.
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
scvi-tools - Deep probabilistic analysis of single-cell and spatial omics data
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
pytorch-grad-cam - Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Deep-Fakes
AnimeGAN - Generating Anime Images by Implementing Deep Convolutional Generative Adversarial Networks paper
PaddleGAN - PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
Anime-face-generation-DCGAN-webapp - A port of my Anime face generation using Pytorch into a Webapp
DeepMosaics - Automatically remove the mosaics in images and videos, or add mosaics to them.
SimSwap - An arbitrary face-swapping framework on images and videos with one single trained model!