fbcotter / pytorch_waveletsLinks
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
☆1,083Updated last year
Alternatives and similar repositories for pytorch_wavelets
Users that are interested in pytorch_wavelets are comparing it to the libraries listed below
Sorting:
- Differentiable fast wavelet transforms in PyTorch with GPU support.☆365Updated last month
- An All-MLP solution for Vision, from Google AI☆1,025Updated 9 months ago
- DCT (discrete cosine transform) functions for pytorch☆614Updated 2 years ago
- This is an official pytorch implementation of Fast Fourier Convolution.☆373Updated last year
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆500Updated last year
- Multi-level Wavelet Convolutional Neural Networks☆288Updated 4 years ago
- Fast and differentiable MS-SSIM and SSIM for pytorch.☆1,183Updated last year
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification☆479Updated 2 years ago
- Implementation of the Swin Transformer in PyTorch.☆835Updated 4 years ago
- ☆464Updated 4 years ago
- [ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis☆664Updated 10 months ago
- PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)☆315Updated 3 years ago
- [CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".☆870Updated 3 months ago
- A high-level toolbox for using complex valued neural networks in PyTorch☆696Updated 9 months ago
- Wavelet scattering transforms in Python with GPU acceleration☆798Updated 5 months ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆915Updated last year
- A pytorch port of google-research/google-research/robust_loss/☆684Updated 3 years ago
- PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss☆457Updated 3 years ago
- PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers☆226Updated 4 years ago
- pytorch structural similarity (SSIM) loss☆1,929Updated last year
- Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP☆777Updated last year
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,341Updated last year
- An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow☆592Updated 8 months ago
- Implementation of Axial attention - attending to multi-dimensional data efficiently☆383Updated 3 years ago
- Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-☆679Updated 7 years ago
- [ECCV 2020, IJCV 2022] Invertible Image Rescaling☆643Updated 2 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆217Updated 4 years ago
- Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch☆1,749Updated 2 years ago
- PyTorch Image Quality Assessement package☆421Updated last year
- High-fidelity performance metrics for generative models in PyTorch☆1,094Updated last year