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Dr Yifan Liu's Projects

igan icon igan

iGAN: Interactive Image Generation via Generative Adversarial Networks

image_harmonization_datasets icon image_harmonization_datasets

Benchmark datasets and code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for Image harmonization, image composition/compositing, etc.

kittiseg icon kittiseg

A Kitti Road Segmentation model implemented in tensorflow.

lightnet icon lightnet

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

masktrackrcnn icon masktrackrcnn

MaskTrackRCNN for video instance segmentation based on mmdetection

megadepth icon 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".

mobilenet-pytorch icon mobilenet-pytorch

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

nrd_decoder icon nrd_decoder

Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation

ocnet icon ocnet

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

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pseudo-3d-pytorch icon pseudo-3d-pytorch

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

pytorch-cifar100 icon pytorch-cifar100

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)

pytorch-fcn icon pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

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