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PengfeiWang's Projects

rbdn icon rbdn

Recursively Branched Deconvolutional Network: DCNN architecture for "Generalized Deep Image to Image Regression." CVPR2017 (Spotlight).

real-time-network icon real-time-network

real-time network architecture for mobile devices and semantic segmentation

resnext-densenet icon resnext-densenet

PyTorch Implementation for ResNet, Pre-Activation ResNet, ResNeXt and DenseNet

segloss icon segloss

A collection of loss functions for medical image segmentation

segmentron icon segmentron

Support Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

sesr icon sesr

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

siamesex.pytorch icon siamesex.pytorch

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamVGG, SiamDW, SiamRPN, SiamRPN-VGG.

simpnet icon simpnet

SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)

sota-medseg icon sota-medseg

SOTA medical image segmentation methods based on various challenges

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