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[D] Pre-trained weights for GANs online?
2 projects | /r/MachineLearning | 18 May 2023
To my surprise, there don't seem to be many GAN weights available for download. Worse yet, many that are available (e.g., https://github.com/huggingface/pytorch-pretrained-BigGAN ) only come with pre-trained generator weights, not discriminator weights. But I need both.
List of AI-Models
14 projects | /r/GPT_do_dah | 16 May 2023
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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.
2 projects | /r/aiArt | 16 Feb 2023
I'm looking for an AI Art generator from images
4 projects | /r/github | 3 Jan 2023
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
4 projects | /r/StableDiffusion | 31 Dec 2022
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.
What are some alternatives?
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
pytorch-grad-cam - Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
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.
AnimeGAN - Generating Anime Images by Implementing Deep Convolutional Generative Adversarial Networks paper
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.
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
SimSwap - An arbitrary face-swapping framework on images and videos with one single trained model!
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision