Learning's repositories
cocoapi
COCO API - Dataset @ http://cocodataset.org/
CSF
LiDAR point cloud ground filtering / segmentation (bare earth extraction) method based on cloth simulation
datavizm20.classes.andrewheiss.com
🎓 GSU MPA/MPP course on data visualization with R and ggplot2
decision-support-system
A Decision Support System for Document Retrieval and Study Selection in the Systematic Literature Review Process
DeeplabforRS
Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau
deeplearning-models
A collection of various deep learning architectures, models, and tips
DL-for-satellite-image-analysis
This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).
DSM-to-DTM
Exploring the use of machine learning to convert a Digital Surface Model (e.g. SRTM) to a Digital Terrain Model
dsm2dtm-1
Generates DTM (Digital Terrain Model) from DSM (Digital Surface Model).
earthengine-py-notebooks
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
Epidemiology101
Epidemic Modeling 101: Or why your CoVID19 exponential fits are wrong
geotrellis-pointcloud
GeoTrellis PointCloud library to work with any pointcloud data on Spark
google-map-downloader
Small tools to download Google maps satellite image for a given extent & zoom level to a TIFF file with geographical coordinates and speeding it up with multiple threads and processes.
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
laspy
Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.
Machine_Learning
参考了西瓜书，sklearn源码，李航统计学，机器学习实战、机器学习中的数学
manim
Animation engine for explanatory math videos
public-apis
A collective list of free APIs for use in software and web development.
qgis-earthengine-examples
A collection of 290+ Python examples for using Google Earth Engine in QGIS
Remote-Sensing-Image-Classification
Remote sensing image classification based on deep learning
sits
Satellite image time series in R
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
transferlearning-tutorial
《迁移学习简明手册》LaTex源码
Unet_RSimage_Multi-band_Multi-class
keras遥感图像Unet语义分割(支持多波段&多类)