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mahlermozart's Projects

real-time-network icon real-time-network

real-time network architecture for mobile devices and semantic segmentation

rednet icon rednet

This is an official release of the RedNet architecture.

sesr icon sesr

SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks

siamese-fc icon siamese-fc

Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

srgan icon srgan

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

srgan-1 icon srgan-1

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

srgan-pytorch icon srgan-pytorch

Unofficial pyTorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

srsenet icon srsenet

An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks ICONIP‘18

steal icon steal

STEAL - Learning Semantic Boundaries from Noisy Annotations

sunets icon sunets

PyTorch Implementation of Stacked U-Nets (SUNets)

super-resolution-srdpns-tensorflow icon super-resolution-srdpns-tensorflow

My implementaion of super-resolution based on dual-path networks. It can be used directly to reconstruct your low-resolution image to high-resolution. Also, you can use your dataset to train your networks

superresolution icon superresolution

Pytorch Implemenation of a SRGAN with regularization loss to stabilize GAN training. Work presented at the Japanese conference MIRU.

surface-loss icon surface-loss

Code for our MIDL 2019 talk https://openreview.net/forum?id=S1gTA5VggE

tdnet icon tdnet

Temporally Distributed Networks for Fast Video Semantic Segmentation

torchlite icon torchlite

A high level library on top of machine learning frameworks

umis icon umis

Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"

videosuperresolution icon videosuperresolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

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