irfanICMLL

Dr Yifan Liu's repositories

OCNet

OCNet achieves the state-of-the-art scene parsing performance on both Cityscapes and ADE20K.

Language:PythonMIT400

HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

Language:PythonNOASSERTION300

MegaDepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

Language:PythonMIT3 10

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

MIT300

DenseASPP

DenseASPP for Semantic Segmentation in Street Scenes

Language:Python200

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

Language:PythonMIT200

PSPNet-tensorflow

An implementation of PSPNet in tensorflow, see tutorial at:

Language:Python200

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

Language:PythonApache-2.0200

pytorch-segmentation-detection

Image Segmentation and Object Detection in Pytorch

Language:Jupyter Notebook200

Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Language:Python200

DCP

Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”

Language:Python100

DIGITS

Deep Learning GPU Training System

Language:HTMLBSD-3-Clause100

DORN_pytorch

PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation

Language:Python1 10

erfnet_pytorch

Pytorch code for semantic segmentation using ERFNet

Language:PythonNOASSERTION100

FCOS

FCOS: Fully Convolutional One-Stage Object Detection

Language:PythonNOASSERTION100

FCRN

A Pytorch implement of 《Deeper Depth Prediction with Fully Convolutional Residual Networks》

100

improved-wgan-pytorch

Improved WGAN in Pytorch

Language:PythonMIT100

MaskTrackRCNN

MaskTrackRCNN for video instance segmentation based on mmdetection

Apache-2.0100

MobileNet-PyTorch

:star2: This is pytorch implemention of mobile architecture (mobilenet and shufflenet)

Language:Python100

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

Language:PythonMIT100

PyTorch-ENet

PyTorch implementation of ENet

Language:PythonMIT100

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

Language:Python100

SegNet-Tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

Language:Python100

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

Language:Python100

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Language:PythonMIT100

semseg

Semantic Segmentation in Pytorch

Language:PythonMIT100

pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

MIT000

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

000

ResNet50-Unet

Segmentation for vertebra in MR images

000

sceneparsing

Development kit for MIT Scene Parsing Benchmark

BSD-3-Clause000