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bm137128's Projects

3d-fractal-compression icon 3d-fractal-compression

The code is used to compress three-dimensional image which is an extension of two-dimensional fractal compression

a-esrgan icon a-esrgan

A-ESRGAN aims to provide better super-resolution images by using multi-scale attention U-net discriminators.

aisp icon aisp

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

anime_upscaler icon anime_upscaler

My usage of Real-ESRGAN to upscale anime, some test and results in the test_img folder

artgan icon artgan

This project on "ARTGAN" is a simple generative adversarial network-based on art images using deep learning & PyTorch.

autoeda icon autoeda

Automated exploratory data analysis

basicvsr_plusplus icon basicvsr_plusplus

Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"

bcs-2drp-etc icon bcs-2drp-etc

BCS-2DRP scheme: Block Compressed Sensing with 2D Random Permutation scheme.

bigcolor icon bigcolor

[ECCV 2022] Official PyTorch implementation of "BigColor"

bp-rbf-prediction icon bp-rbf-prediction

使用BP神经网络、RBF神经网络以及PSO优化的RBF神经网络进行数据的预测

ceef-tmm-2021 icon ceef-tmm-2021

This is the Matlab code of paper "Joint Contrast Enhancement and Exposure Fusionfor Real-World Image Dehazing, IEEE TMM,2021"

clustering-tone-mapping icon clustering-tone-mapping

This is the Matlab code for paper "Clustering based content and color adaptive tone mapping, CVIU,2018"

codeformer icon codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

databook_matlab icon databook_matlab

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/

dcgan icon dcgan

The Simplest DCGAN Implementation

ddnm icon ddnm

Official PyTorch implementation for the paper "Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model"

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