contrastive-unpaired-translation
vrn
| contrastive-unpaired-translation | vrn | |
|---|---|---|
| 6 | 4 | |
| 2,102 | 4,515 | |
| - | - | |
| 2.1 | 0.0 | |
| 8 months ago | almost 2 years ago | |
| Python | MATLAB | |
| GNU General Public License v3.0 or later | MIT License |
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contrastive-unpaired-translation
- Help me with my GANS project
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[D] What is current SOTA in Image to Image Translation?
For unpaired image-to-image translation, the SOTA is probably Contrastive Unpaired Translation, which is developed by the same group that developed CycleGAN and is kind of the successor algorithm.
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[P] Can't finish my master's thesis. What to do?
Here is link number 1 - Previous text "CUT"
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[D] What are techniques for few shot domain adaptation?
Code for https://arxiv.org/abs/2007.15651 found: https://github.com/taesungp/contrastive-unpaired-translation
- [D] What's the successor to pix2pixHD
vrn
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ALLS6B
The researchers have made their code available here Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric Regression https://github.com/AaronJackson/vrn
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How could a person's facial features be measured?
You can also try to generate a 3D image from a single image like here.
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Confusion with .obj files
The OBJ file is the result of this machine learning model. The idea is you give it a headshot and it spits out an OBJ file with your head as a 3D model. One of the obj files contains the following lines: mtllib kev.mtl and usemtl material_1 but the model never produced a file called kev.mtl afaik
- What ML tool would be able to accurately convert a single picture of a whale to a 3D mesh, with it being modeled in the same pose as the picture?
What are some alternatives?
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
DECA - DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
stereo2stl - Stereo image reconstruction to STL format in MATLAB.
pytorch-AdaIN - Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
mmagic - OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
jeelizFaceFilter - Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).
PyTorch-GAN - PyTorch implementations of Generative Adversarial Networks.
matscad - Toolbox for simple design of 3D objects and impotr them in a CAD files.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
Open3D - Open3D: A Modern Library for 3D Data Processing