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Doctor.Zhang's Projects

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.

bjtuthesis icon bjtuthesis

A XeLaTeX template for Beijing Jiaotong University (BJTU) thesis.

caffe icon caffe

Caffe: a fast open framework for deep learning.

codimd icon codimd

CodiMD - Realtime collaborative markdown notes on all platforms.

cvpr2019 icon cvpr2019

cvpr2019/cvpr2018/cvpr2019 papers,极市团队整理

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

doodle2search icon doodle2search

Doodle to Search: Practical Zero Shot Sketch Based Image Retrieval

interview_internal_reference icon interview_internal_reference

2019年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。

java-books icon java-books

程序员常读书单整理,附下载地址,希望对你有帮助。书单包括设计模式、计算机网络、操作系统、数据库、数据结构与算法、架构、中间件等等。本仓库持续更新中,可以star一下,下次找书直接在上面搜索

java-learning icon java-learning

Java相关知识总结,包括Java基础、MySQL、Springboot、mybatis、Redis、rabbitMQ等等,面试必备!

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