Generate high quality pictures. GAN. Generative Adversarial Networks

Last update: Dec 14, 2021

Related tags

Overview

ESRGAN

generate high quality pictures. GAN. Generative Adversarial Networks """ Super-resolution of CelebA using Generative Adversarial Networks. The dataset can be downloaded from: https://www.dropbox.com/sh/8oqt9vytwxb3s4r/AADIKlz8PR9zr6Y20qbkunrba/Img/img_align_celeba.zip?dl=0 (if not available there see if options are listed at http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html) Instrustion on running the script:

Download the dataset from the provided link
Save the folder 'img_align_celeba' to '../../data/'
Run the sript using command 'python3 esrgan.py' """

Requirements

torch>=0.4.0 
torchvision 
matplotlib 
numpy
scipy
pillow
urllib3
scikit-image

Owner

Lieon

Deep learning, Anomaly detection,Time series, Generative Adversarial Networks, Adversarial attack.

GitHub Repository

Subpopulation detection in high-dimensional single-cell data

PhenoGraph for Python3 PhenoGraph is a clustering method designed for high-dimensional single-cell data. It works by creating a graph ("network") repr

42 Sep 05, 2022

This is the official implementation code repository of Underwater Light Field Retention : Neural Rendering for Underwater Imaging (Accepted by CVPR Workshop2022 NTIRE)

Underwater Light Field Retention : Neural Rendering for Underwater Imaging (UWNR) (Accepted by CVPR Workshop2022 NTIRE) Authors: Tian Ye†, Sixiang Che

17 Dec 14, 2022

This is a deep learning-based method to segment deep brain structures and a brain mask from T1 weighted MRI.

DBSegment This tool generates 30 deep brain structures segmentation, as well as a brain mask from T1-Weighted MRI. The whole procedure should take ~1

2 Oct 25, 2022

Cross-modal Retrieval using Transformer Encoder Reasoning Networks (TERN). With use of Metric Learning and FAISS for fast similarity search on GPU

Cross-modal Retrieval using Transformer Encoder Reasoning Networks This project reimplements the idea from "Transformer Reasoning Network for Image-Te

5 Nov 05, 2022

Generate high quality pictures. GAN. Generative Adversarial Networks

Related tags

Overview

ESRGAN

Requirements

Owner

Lieon

Subpopulation detection in high-dimensional single-cell data

This is the official implementation code repository of Underwater Light Field Retention : Neural Rendering for Underwater Imaging (Accepted by CVPR Workshop2022 NTIRE)

This is a deep learning-based method to segment deep brain structures and a brain mask from T1 weighted MRI.

Cross-modal Retrieval using Transformer Encoder Reasoning Networks (TERN). With use of Metric Learning and FAISS for fast similarity search on GPU

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

⚾🤖⚾ Automatic baseball pitching overlay in realtime

Rust bindings for the C++ api of PyTorch.

Multitask Learning Strengthens Adversarial Robustness

This repository contains the implementation of Deep Detail Enhancment for Any Garment proposed in Eurographics 2021

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

Official code for paper "Optimization for Oriented Object Detection via Representation Invariance Loss".

You Only Look Once for Panopitic Driving Perception

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

Release of the ConditionalQA dataset

Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval.

This folder contains the implementation of the multi-relational attribute propagation algorithm.

Open-AI's DALL-E for large scale training in mesh-tensorflow.

SegTransVAE: Hybrid CNN - Transformer with Regularization for medical image segmentation

TensorFlow implementation of PHM (Parameterization of Hypercomplex Multiplication)

Codes and Data Processing Files for our paper.