geoexploring

LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

deep_learning_object_detection

A paper list of object detection using deep learning.

PointRend

an numpy-based implement of PointRend

DiscordChatExporter

Exports Discord chat logs to a file

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

awesome-remote-sensing-change-detection

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

Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

python3-cookbook

《Python Cookbook》 3rd Edition Translation

Learning-Geospatial-Analysis-with-Python-Third-Edition

Learning Geospatial Analysis with Python – Third Edition, published by Packt

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

DeepNetsForEO

Deep networks for Earth Observation

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

End-to-end-CD-for-VHR-satellite-image

The project aims to contribute to geoscience community

nnUNet

xView2_scoring

Reference code showing how scores/metrics are computed for the xView2 Challenge

xView2_baseline

Baseline localization and classification models for the xView 2 challenge.

Awesome-Edge-Detection-Papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

tianchi_CountyAgriculturalBrain_top1

TIANCHI天池 2019县域农业大脑AI挑战赛 1/1520

Machine-Learning-Session

segmentation-unet-maskrcnn

Code for satellite image segmentation using Unet or Mask RCNN and comparing these two approaches.

SpaceNet_Off_Nadir_Solutions

Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge

iSAID_Devkit

[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"

CDTStudioV2

CDTStudioV2 is a lightweight, intelligent desktop app for very-high-resolution remote sensing images processing

CDTStudio

CDTStudio is an open-source and cross-platform desktop software in object-based image analysis (OBIA or GeoOBIA)

CRC4Docker

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"