AltHub

taesungp/contrastive-unpaired-translation Alternatives

2.5kPythonNOASSERTIONdormant · last push 3.1y agoGitHub

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These projects were analysed and named contrastive-unpaired-translation among their alternatives. The relationship is not symmetric — how contrastive-unpaired-translation rates them is a separate judgement, made when contrastive-unpaired-translation is analysed in its own right.

junyanz/pytorch-CycleGAN-and-pix2pixGitHub

calls contrastive-unpaired-translation “Choose when you need faster and memory-efficient unpaired translation via contrastive learning (CUT) rather than cycle consistency.”

Image-to-Image Translation in PyTorch

25.2kPythonslowing
junyanz/CycleGANGitHub

calls contrastive-unpaired-translation “Choose when training speed and memory matter and you still need unpaired translation; the official CUT code is faster and lighter than CycleGAN.”

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

12.9kLuadormant
NVIDIA/pix2pixHDGitHub

calls contrastive-unpaired-translation “Unsupervised unpaired image translation without cycle consistency; choose for fast and lightweight training on unpaired datasets.”

Synthesizing and manipulating 2048x1024 images with conditional GANs

6.9kPythondormant
PaddlePaddle/PaddleGANGitHub

calls contrastive-unpaired-translation “Choose for faster unpaired translation (CUT) with a smaller memory/training footprint than CycleGAN, in a dedicated PyTorch codebase.”

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.

8.0kPythondormant