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Colorization

CV课程作业,共实现了四个算法。

可以通过运行./script/下的脚本进行程序的运行

运行环境配置即可完成环境配置,运行相关的脚本和代码即可

conda env create -f environment.yml

1 Colorization using Optimization

Levin A , Lischinski D , Weiss Y . Colorization using optimization[J]. ACM Transactions on Graphics (TOG), 2004.

co

↑HaHaHa

2 Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification

Satoshi 5C53 Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa ACM Transaction on Graphics (Proc. of SIGGRAPH 2016), 2016

lcir

Gray Input, Colorization, Ground Truth (10 epoches)

lci

3 Image-to-Image Translation with Conditional Adversarial Networks

Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros, CVPR, 2017.

p2pr

Gray Input, Colorization, Ground Truth (4 epoches)

p2p

4 Denoising Diffusion Probabilistic Models

Ho, Jonathan and Jain, Ajay and Abbeel, Pieter, Advances in Neural Information Processing Systems, 2020

ddpmr

Gray Input, Colorization, Ground Truth

DDPM1

DDPM2

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