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awesome-image-registration

image registration related books, papers, videos, and toolboxes

awesome-pytorch-list-cnversion

Awesome-pytorch-list 翻译工作进行中......

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

buildingchangedetector

基于U-Net检测卫星图像上的新增建筑

cdgan

遥感影像变化检测-研究生毕设内容《基于深度学习的地面新增建筑检测方法研究》论文地址”https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2019&filename=JSJY201905048&v=ZAoNq9iAEt0DLyZyj0szKexdFHZt4%25mmd2B9zDBhI64Bu8NuwpaABIj6PJ8htg5nRdOXl“

covariance-pooing_alexnet

An implementation of Covariance Pooling, with the framwork of AlexNet and the dataset of UC Merced

dd-ml-segmentation-benchmark

DroneDeploy Machine Learning Segmentation Benchmark

deep-learning-books

Some books machine learning, deep learning, and related topics. 一些机器学习、深度学习和相关话题的书籍。

deep-residual-networks

Deep Residual Learning for Image Recognition

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

drbox

A deep learning based algorithm to detect rotated object, for example, objects in remote sensing images

dstl-satellite-imagery-feature-detection

Place 18 solution for the Dstl feature detection kaggle challenge https://www.kaggle.com/c/dstl-satellite-imagery-feature-detection

earthmapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

exercise

exercise for nndl

faceaging-by-cyclegan

google-access-helper

谷歌访问助手破解版

high-resolution-remote-sensing-semantic-segmentation-pytorch

PyTorch实现高分遥感语义分割（地物分类）；2019年遥感图像稀疏表征智能分析竞赛-语义分割赛道

how-to-make-high-resolution-remote-sensing-image-dataset-

高分遥感影像数据集的制作

iflytek2021

The Winning Solution to the Cultivated land Extraction From High-Resolution Remote Sensing Image Challenge

image_segmentation

Keras Image Segmentation, FCN, Unet

image_segmentation_dl

:bread: 基于深度学习方法的图像分割（含语义分割、实例分割、全景分割）。

keras-maskrcnn

Keras implementation of MaskRCNN object detection.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

landsat-classification-using-neural-network

All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A step-by-step guide.

libpku

北京大学课程资料整理

minitorch

Lightweight torch wrapper for bio-medical segmentation

ml_objectdetection_cafo

Repository containing model development, training, and execution for the CAFO satellite imagery detection process.

models

Models and examples built with TensorFlow

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning