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Tsubota's Projects

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

compressai icon compressai

A PyTorch library and evaluation platform for end-to-end compression research

diffvg icon diffvg

Differentiable Vector Graphics Rasterization

illustration2vec icon illustration2vec

A simple deep learning library for estimating a set of tags and extracting semantic feature vectors from given illustrations.

line_thinning icon line_thinning

Line thickness normalization network using in the SIGGRPAH 2018 paper "Real-Time Data-Driven Interactive Rough Sketch Inking".

manga-face-clustering icon manga-face-clustering

Official PyTorch reimplementation of "Adaptation of Manga Face Representation for Accurate Clustering"

manga109api icon manga109api

Simple python API to read annotation data of Manga109

mangalineextraction icon mangalineextraction

The pre-trained model and testing code of paper "Deep Extraction of Manga Structural Lines"

piq icon piq

Measures and metrics for image2image tasks. PyTorch.

scipy icon scipy

Scipy library main repository

uniform-quantizers icon uniform-quantizers

Official implementation of "Comprehensive Comparisons of Uniform Quantizers for Deep Image Compression" in ICIP 2021 and "Comprehensive Comparisons of Uniform Quantization in Deep Image Compression" in IEEE Access 2023.

universal-dic icon universal-dic

Official implementation of "Universal Deep Image Compression via Content-Adaptive Optimization with Adapters" presented at WACV 23 (https://arxiv.org/abs/2211.00918).

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