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adabound

An optimizer that trains as fast as Adam and as good as SGD.

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

crackforest-dataset

dupsampling

This repo is an unofficial pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

e2cnn

E(2)-Equivariant CNNs Library for Pytorch

edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks

espnet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

laddernet

mnet_deepcdr

Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"

models

Models and examples built with TensorFlow

nasunet

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

rbpn-pytorch

The project is an official implement of our CVPR2019 paper "Recurrent Back-Projection Network for Video Super-Resolution"

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

segnet-tensorflow

spmc_videosr

Repository for Detail-revealing Deep Video Super-resolution https://arxiv.org/abs/1704.02738

starnet

Official Implementation of Space-Time-Aware Multi-Resolution Video Enhancement (CVPR2020) using PyTorch

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

unet

unet for image segmentation