JM Mendoza's repositories
aeronetlib
A Remote Sensing data handling library for Deep Learning
arcpy_metadata
Python metadata editing classes for ArcGIS feature classes
awesome-earthobservation-code
curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
CNN-RNN-Yield-Prediction
This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"
crop_yield_prediction
Crop Yield Prediction with Deep Learning
CropYieldPrediction
Predicted crop yield using simple linear regression and multiple linear regressions
deep_learning_ecology
Educational Resources on Neural Networks for Ecology and Remote Sensing
DissolveFields
Dissolve fields
dl-time-series
Deep Learning algorithms applied to characterization of Remote Sensing time-series
earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
free-programming-books
:books: Freely available programming books
gee_tools
Google Earth Engine Tools (scripts)
getSpatialData
An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
gfw-analysis-gee
GFW GEE Analysis
land_cover
High Resolution Land Cover Mapping using Deep learning
Landuse_DL
Land use classification or Landform delineation on remote sensing images. Specifically, this repo is to delineate landforms due to the thawing of ice-rich permafrost using Deep Learning.
Multi-Scale-Dense-Networks-for-Hyperspectral-Remote-Sensing-Image-Classification
paper：Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
open-geo-tutorial
Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)
PlanetNICFI
Processing of the 'Planet NICFI' Satellite Imagery
pycrop-yield-prediction
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
PyTorch-Tutorial
Build your neural network easy and fast
QGIS
QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)
Remote-Sensing-Image-Classification
Remote sensing image classification based on deep learning
Satellite_Imagery_Python
Sample sample scripts and notebooks on processing satellite imagery
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard
tutorials
机器学习相关教程