Image-to-Image Translation in PyTorch
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Updated
May 14, 2024 - Python
Image-to-Image Translation in PyTorch
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Bringing Old Photo Back to Life (CVPR 2020 oral)
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
The author's officially unofficial PyTorch BigGAN implementation.
A very simple generative adversarial network (GAN) in PyTorch
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Generative Adversarial Networks implemented in PyTorch and Tensorflow
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Synthetic data generation for tabular data
Toward Multimodal Image-to-Image Translation
🏖 Keras Implementation of Painting outside the box
Generative Adversarial Networks (GANs) resources sorted by citations
Synthetic data generators for tabular and time-series data
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
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