154 Open source projects that are alternatives of or similar to Image-Restoration

SiENet: Siamese Expansion Network for Image Extrapolation(IEEE SPL2020)

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The U-Net Segmentation server (caffe_unet) for Docker

AI Papers

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[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

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Implemenation of UNets for Lung Segmentation

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3D Unet biomedical segmentation model powered by tensorpack with fast io speed

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Smart India Hackathon 2019 project given by the Department of Atomic Energy

Open solution to the Data Science Bowl 2018

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Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

Kaggle Data Science Bowl 2018

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Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.

Learning Deformable Registration of Medical Images with Anatomical Constraints

Deep learning applied to georeferenced datasets

Automatic mapping of center pivot irrigation systems, planted forests and rural infrastructures

Patch-based 3D U-Net for brain tumor segmentation

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

Pytorch implementation of pix2pix for various datasets.

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

Edge-aware U-Net with CRF-RNN layer for Medical Image Segmentation

Open source single image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art super-resolution models. Also acts as the companion code for the IEEE signal processing letters paper titled 'Improving Super-Resolution Performance using Meta-Attention Layers’.

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

AI无损放大工具

Tensorflow implement of U-Net

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Segmentation of Lungs from Chest X-Rays using Fully Connected Networks

2D and 3D UNet implementation in PyTorch.

tensorflow version of unet

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

A Python implementation of the model described in our publication "A convolutional neural network for common-coordinate registration of high-resolution histology images" developed principally for applications to registration of spatial transcriptomics image data.

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Flexible Algorithms for Image Registration

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The implementation of 3D-UNet using PyTorch

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

Joint Semi-supervised Learning of Image Registration and Segmentation

An R interface to the NiftyReg medical image registration library

Lung segmentation for chest X-Ray images