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calvinlcchen's Projects

acerwebvr.github.io icon acerwebvr.github.io

With your Acer Windows Mixed Reality Headset, you can experience VR in Chrome browser just by clicking a link.

adain-tf icon adain-tf

TensorFlow/Keras implementation of "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization" https://arxiv.org/abs/1703.06868

auto_painter icon auto_painter

Recently, realistic image generation using deep neural networks has become a hot topic in machine learning and computer vision. Such an image can be generated at pixel level by learning from a large collection of images. Learning to generate colorful cartoon images from black-and-white sketches is not only an interesting research problem, but also a useful application in digital entertainment. In this paper, we investigate the sketch-to-image synthesis problem by using conditional generative adversarial networks (cGAN). We propose a model called auto-painter which can automatically generate compatible colors given a sketch. Wasserstein distance is used in training cGAN to overcome model collapse and enable the model converged much better. The new model is not only capable of painting hand-draw sketch with compatible colors, but also allowing users to indicate preferred colors. Experimental results on different sketch datasets show that the auto-painter performs better than other existing image-to-image methods.

awesome-fashion-ai icon awesome-fashion-ai

A repository to curate and summarise research papers related to fashion and e-commerce

bepredator-web icon bepredator-web

Through the style transfer technology, The Avatars are immersed in the experience of the predators.

cldnn icon cldnn

Compute Library for Deep Neural Networks (clDNN)

clothes_parsing icon clothes_parsing

Code for the paper 'A High Performance CRF Model for Clothes Parsing'.

clothing-co-parsing icon clothing-co-parsing

CCP dataset from "Clothing Co-Parsing by Joint Image Segmentation and Labeling " (CVPR 2014)

cnnmrf icon cnnmrf

code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"

digitwizard icon digitwizard

Demo application enabling real time recognition of digits drawn utilizing Intel RealSense F200 Depth camera thanks to Keras and TensorFlowSharp.

fashion-parsing icon fashion-parsing

Repository of my fashion-parsing project. This project is put on hold since I am doing another project now, but will debug if bugs are reported.

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