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awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

change_detection.pytorch

Deep learning models for change detection of remote sensing images

chd-daka

长安大学疫情自动打卡🫡

cocoapi

COCO API - Dataset @ http://cocodataset.org/

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

deeplabv3-tensorflow

Reimplementation of DeepLabV3

dminet

Change Detection on Bi-temporal Remote Sensing Images using Dual-branch Multi-level Inter-temporal Network (TGARS 2023) [paper](https://ieeexplore.ieee.org/document/10034787) and [source_code](https://github.com/ZhengJianwei2/DMINet/)

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

iccv2021-papers-with-code

ICCV 2021 论文和开源项目合集

lrsttc

we provide a landslide identification dataset in the field of geological hazards where datasets are rare for deep learning, which significantly reduces the time and energy of sample collection and data labeling for related researchers

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mask_rcnn-master--trainowerdatset

使用keras版本的Mask-RCNN来训练自己的数据，通过代码把样本制作麻烦的步骤变成简单方便。

models

Models and examples built with TensorFlow

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

opencood

An opensource framework for cooperative detection

pattern-recognition-and-deep-learning

A simple tutorial for pytorch in deeplearning.

plotneuralnet

Latex code for making neural networks diagrams

polarseg

Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)

python-geospatial

A collection of Python packages for geospatial analysis with binder-ready notebook examples

sas.planet.src

similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

swin-transformer

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

tf.keras-commonly-used-models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

wassersteingan

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite