SharpNeRF

Image sharpener

A Python implementation of a neural radiance field model for fast deblurring and sharpening of images

GitHub

35 stars
3 watching
1 forks
Language: Python
last commit: about 1 year ago

Related projects:

Repository Description Stars
icvteam/e2nerf Implementing E2NeRF as a PyTorch-based neural radiance field model for 3D scene rendering from blurry images and video data. 21
tobypde/frrn A software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks 280
cszn/dpsr A deep learning-based method to improve image quality by reducing blur effects 839
invokerer/deeprft Deblurring technique using deep learning and Fourier transformation to remove image blur 248
martinkersner/train-crf-rnn Trains a CRF-RNN model for semantic image segmentation using the PASCAL VOC dataset. 199
dogyoonlee/dp-nerf Deblurring technique using neural radiance fields with physical scene priors 83
mahmoudnafifi/wb_srgb Corrects images with improper white balance by learning from the nearest neighbors of properly white-balanced images 345
reinhardh/supplement_deep_decoder This repository provides code for an image generating deep neural network designed to produce concise representations of images from few parameters. 96
facebookresearch/cutler An unsupervised object detection and segmentation framework that can learn from image data alone, without requiring human annotations. 954
banterle/hdr_toolbox A software toolbox for processing High Dynamic Range images and converting them into compatible formats for use in MATLAB. 374
pp00704831/banet-tip-2022 A PyTorch implementation of an attention network for dynamic scene deblurring 37
ben-louis/deep-image-analogy-pytorch A Python implementation of an image analogy algorithm based on PyTorch. 181
jacquelinelala/gfn A deep learning-based framework for jointly deblurring and super-resolving images using a gated fusion network. 141
binorchen/aifnet A computer vision project that develops an image restoration algorithm to correct blurry images using light field-based datasets 22
muyang0320/tensorflow-deeplab-resnet-crf An implementation of DeepLab-ResNet in TensorFlow for semantic image segmentation 18