WaveDiff
Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23) (by VinAIResearch)
pywt
PyWavelets - Wavelet Transforms in Python (by PyWavelets)
WaveDiff | pywt | |
---|---|---|
1 | 2 | |
329 | 1,930 | |
5.2% | 2.1% | |
5.4 | 8.8 | |
4 months ago | 5 days ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
WaveDiff
Posts with mentions or reviews of WaveDiff.
We have used some of these posts to build our list of alternatives
and similar projects.
-
This AI Paper Introduces a Novel Wavelet-Based Diffusion Framework that Demonstrates Superior Performance on both Image Fidelity and Sampling Speed
Quick Read: https://www.marktechpost.com/2023/03/31/this-ai-paper-introduces-a-novel-wavelet-based-diffusion-framework-that-demonstrates-superior-performance-on-both-image-fidelity-and-sampling-speed/ Paper: https://arxiv.org/pdf/2211.16152.pdf Github: https://github.com/VinAIResearch/WaveDiff
pywt
Posts with mentions or reviews of pywt.
We have used some of these posts to build our list of alternatives
and similar projects.
- Wavelets: A Mathematical Microscope
-
Doubt on pywavelets (frequency of wavelet)
Pywavelets is open sourced under the MIT license. If you are curious about the way a function is implemented, you can look the implementation on GitHub.
What are some alternatives?
When comparing WaveDiff and pywt you can also consider the following projects:
3.eeg_recognation - Machine learning for Anonymous detection of an alcoholic by EEG signals
pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python
custom-diffusion - Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
kymatio - Wavelet scattering transforms in Python with GPU acceleration
RePaint - Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022
madmom - Python audio and music signal processing library