collection of super-resolution models & algorithms

• UpdatedDec 20, 2018
• Python

Tensorflow implementation of 'Accelerating the Super-Resolution Convolutional Neural Network'.

• UpdatedOct 26, 2020
• Python

Unofficial PyTorch implementation of FSRCNN (Fast Super-Resolution Convolutional Neural Network)

• UpdatedJun 20, 2019
• Python

Recognition of license plate numbers, in any format, by automatic detection with Yolov8, pipeline of filters and paddleocr as OCR

• UpdatedJun 4, 2023
• Python

Upscale Twitch stream and restream into Twitch or RTMP or File.

• UpdatedSep 16, 2023
• Python

An example for porting nerual network to vapoursynth.

• UpdatedNov 12, 2024
• C

MLHub is a collection of impactful machine learning projects designed for learners and enthusiasts in the field of data science. Our goal is to provide accessible and hands-on experiences that help individuals understand the fundamentals of machine learning and data analysis.

• UpdatedMar 14, 2025
• Jupyter Notebook

My personal config for MPV player with FSRCNNX shader and image viewer

• UpdatedMar 23, 2022
• GLSL

Tensorflow 2.x based implementation of FSRCNN for single image super-resolution

• UpdatedMay 13, 2022
• Python

Pytorch based implementation of FSRCNN for single image super-resolution

• UpdatedMay 13, 2022
• Python

A simple image upscaler application using EDSR, ESPCN, FSRCNN, and LapSRN models

• UpdatedDec 9, 2021
• Python

Code for paper "Classification-based Dynamic Network for Efficient Super-Resolution"

• UpdatedAug 25, 2023
• Python

SRCNN, FSRCNN, SRDenseNet

• UpdatedSep 10, 2018
• Python

Super Resolution using FSRCNN Dong Chao et al. paper.

• UpdatedJan 30, 2022
• Python

A Fast and Accurate Super-Resolution Convolutional Neural Network (FSRCNN) build for artwork, anime, and illustration.

• UpdatedMay 5, 2021
• Python

【matlab / python / tkinter / BasicSR】基于EDVR SRCNN FSRCNN 的超分辨率部署程序

• UpdatedMay 31, 2021
• MATLAB

Implementation of four different deep learning models for super-resolution.

• UpdatedJul 14, 2021
• Python

Implimentation of the 2016 Fast Super Resolution CNN Paper

• UpdatedMar 5, 2024
• Jupyter Notebook

Project that positions an object in a video following a road lane.

• UpdatedJan 5, 2024
• Python

Comparative study of lightweight generator models (ESPCN, FSRCNN, IDN) in the SRGAN framework for Single Image Super-Resolution (SISR). Explore the trade-offs between performance and efficiency in GAN-based SISR.

• UpdatedMay 15, 2024
• Python