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chunlin's Projects

behance_release icon behance_release

PyTorch code for Expressive 2019 ``Learning from Multi-domain Artistic Images for Arbitrary Style Transfer''

danbooregion icon danbooregion

DanbooRegion: An Illustration Region Dataset (ECCV 2020)

deepdanbooru icon deepdanbooru

AI based multi-label girl image classification system, implemented by using TensorFlow.

deepimageanalogy icon deepimageanalogy

Pytorch implementation of Visual Attribute Transfer through Deep Image Analogy

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

ebsynth icon ebsynth

Fast Example-based Image Synthesis and Style Transfer

flow-based-image-abstraction icon flow-based-image-abstraction

This repository is the implementation of the paper "Flow-Based Image Abstraction" for course CS663 : Digital Image Processing.

neural-doodle icon neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

neural-style-transfer icon neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

neuralimagesynthesis icon neuralimagesynthesis

Code to reproduce the results from the paper "Controlling Perceptual Factors in Neural Style Transfer" (https://arxiv.org/abs/1611.07865).

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

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)

sipmask icon sipmask

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

stylit icon stylit

An implementation of StyLit for CSCI 2240.

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