Distortion-aware-CNNs
Image processor
Software for processing spherical images with distortion correction
Distortion-aware CNNs for Spherical Images
1 stars
3 watching
0 forks
last commit: over 5 years ago convolutional-neural-networkdistortionspherical-panoramas
Related projects:
| Repository | Description | Stars |
|---|---|---|
 subeeshvasu/2018_subeesh_nbd_cvpr | Provides results and tools for image deblurring using CNNs to handle kernel uncertainty | 5 |
 jonkhler/s2cnn | This project provides a PyTorch implementation of rotation equivariant CNNs for spherical signals | 950 |
 cszn/ircnn | This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. | 602 |
 mitmul/ssai-cnn | Semantic segmentation using convolutional neural networks for aerial and satellite images | 260 |
 xiaoyu258/geoproj | A deep learning-based approach to correcting geometric distortions in images | 192 |
 warrengreen/srcnn | Software for enhancing satellite images through deep learning techniques | 76 |
 kefirski/pytorch_tdnn | An implementation of Time Delayed Neural Networks using PyTorch | 81 |
 hyeongseokson1/cnn_deconvolution | An implementation of a CNN-based method for non-blind deconvolution using Wiener filtering as a pre-processing step. | 22 |
 tugstugi/pytorch-saltnet | A PyTorch implementation of a U-Net model for image segmentation tasks | 278 |
 nv-tlabs/gscnn | This code implements a neural network architecture designed to perform semantic segmentation in computer vision tasks. | 920 |
 huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |
 ahmedfgad/numpycnn | A Python implementation of a Convolutional Neural Network from scratch using NumPy for building CNNs from scratch | 577 |
 chosj95/mimo-unet | Develops a deep learning model for single image deblurring with improved performance and computational efficiency | 382 |
 codeslake/ifan | Implementation of an algorithm for single image deblurring in images with defocus blur | 228 |
| hyeongseokson1/kpac | An implementation of a deep learning model for deblurring images affected by defocus. | 58 |