A curated list of awesome Deep Learning tutorials, projects and communities.

An opinionated list of awesome Python frameworks, libraries, software and resources.

Python sample codes and textbook for robotics algorithms.

Automated Redpill Loader

Gaofen Batch，基于GDAL和Electron的国产卫星影像预处理工具

A GF-3 SAR Dataset of Road Segmentation

a deep model that segments water on multispectral images

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)

A deep learning model for surface water mapping based on satellite optical image.

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

A convolutional neural network that identifies water in satellite images.

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

Datasets for deep learning with satellite & aerial imagery

深度学习图像分类的入门教程

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

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

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

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

A pytorch implementation of SegCaps.

Computing landscape metrics in the Python ecosystem

Train AI models efficiently on medical images using any framework

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

Sentinel 1 pipeline using SNAP GPT 7.0

Cartopy - a cartographic python library with matplotlib support

PDF补丁丁——PDF工具箱，可以编辑书签、剪裁旋转页面、解除限制、提取或合并文档，探查文档结构，提取图片、转成图片等等

Paper and implementation of UNet-related model.

所有小初高、大学PDF教材。