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ailearnnotes

Artificial Intelligence Learning Notes.

aitrace

A Tutorial On Artificial Intelligence

cnn-nlm

Nonlocal CNN SAR Image Despeckling

csrnet

deep-l-tensor-flow

learning the new algorithms hard

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-unet-for-satellite-image-segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

deepmih

Official repository of "DeepMIH: Deep Invertible Network for Multiple Image Hiding", TPAMI 2022.

dfnet

Deep Fusion Network for Image Completion - ACMMM 2019

fdpl

Frequency Domain Perceptual Loss for Super Resolution

gan-colection

generalized-smoothing-framework

This is the released code for the following papers: A generalized framework for edge-preserving and structure-preserving image smoothing. Liu W, et al., TPAMI 2021, AAAI 2020

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

inpainting_gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

keras-io

Keras documentation, hosted live at keras.io

models

Models and examples built with TensorFlow

modelzoo

mwcnn

Multi-level Wavelet-CNN for Image Restoration

patho-gan

Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"

pydl

python_dl

rnan

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

sar-synthetic-aperture-radar

合成孔径雷达 相关。研究生期间学习 SAR/InSAR/PolSAR 相关的代码和总结，毕业后已经离开这个领域了。分享出来，仅此纪念。1）SAR: 成像算法，RD，CS，Radarsat-1数据成像处理。2）InSAR: 人造场景原始回波仿真、成像及干涉处理。包括平地场景和圆锥形场景。3）PolSAR: 极化定标算法，Whitt, PARC, Quegan, Ainsworth。详见 readme.md

segloss

A collection of loss functions for medical image segmentation

semantic-segmentation-of-remote-sensing-images

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

siamese-networks-for-one-shot-learning

Implementation of Siamese Neural Networks for One-shot Image Recognition

super-resolution

A collection of state-of-the-art Super-Resolution

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

unet

U-Net Biomedical Image Segmentation