🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥

• UpdatedJul 27, 2021
• Jupyter Notebook

A TensorFlow implementation of ESRGAN

• UpdatedJul 28, 2019
• Python

A tensorflow-based implementation of SISR using EDSR, SRResNet, and SRGAN

• UpdatedFeb 7, 2022
• Python

使用PaddlePaddle复现Real-ESRGAN

• UpdatedDec 20, 2021
• Python

This repository contains source code implementation of assignments for NTU's MSAI course AI6126 on Advanced Computer Vision (2020 Sem 1).

• UpdatedDec 14, 2020
• Jupyter Notebook

Reimplementation of SRGAN using TensorFlow 2

• UpdatedMay 11, 2021
• Python

GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.

• UpdatedMar 31, 2023
• Jupyter Notebook

Tensorflow Implementation of enhanced deep super-resolution network (EDSR) and Super Resolution Generative Adversarial Networks(SRGAN) Paper

• UpdatedApr 27, 2023
• Jupyter Notebook

Implementation of image super-resolution using EDSR and WDSR on DIV2k Dataset

• UpdatedFeb 5, 2021
• Jupyter Notebook

Restoring old images using deep learning. Initial code is adopted from Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising by K. Zhang, et. al By: Maya Hussein & Nada Badawi

• UpdatedJun 15, 2023
• Python

Prepare training data for NTIRE SR Challenge

• UpdatedJun 27, 2019
• MATLAB

A novel framework for Single Image Super Resolution using Generative Adversarial Network (GAN), namely "Wide Activation with Enhanced Perception Super Resolution GAN (WAEP SRGAN)".

• UpdatedAug 24, 2021
• Python

Implementation of image super-resolution using SRResNet on DIV2k Dataset

• UpdatedMay 30, 2023
• Jupyter Notebook

AutoSteganography is a tool for encoding and decoding stegnographic images using Autoencoders

• UpdatedAug 23, 2024
• Jupyter Notebook

Analysis on the performance of ESRGAN, RCAN and EnhanceNet Single Image Super-Resolution (SISR) networks on bicubic and random downsampling techniques.

• UpdatedMar 10, 2021