Image-to-Image Translation in PyTorch
Bringing Old Photo Back to Life (CVPR 2020 oral)
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
Synthetic data generation for tabular data
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
The author's officially unofficial PyTorch BigGAN implementation.
Implementation of papers in 100 lines of code.
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
A sketch extractor for anime/illustration.
A simple interface for editing natural photos with generative neural networks.
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
Synthetic data generators for tabular and time-series data
A very simple generative adversarial network (GAN) in PyTorch
Toward Multimodal Image-to-Image Translation
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
Research Framework for easy and efficient training of GANs based on Pytorch
Generative Adversarial Transformers
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
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