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2020-unavco-course

Planning and material for the 2020 UNAVCO GMT for Geodesy course

amazon-rainforest-cnn

Using TensorFlow to build convolutional neural nets to classify satellite imagery of the Amazon rainforest

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

automate-gmtsar

Python libraries and modified GMTSAR scripts for running GMTSAR on HPC systems.

caffe

Caffe: a fast open framework for deep learning.

cnn-remotesensing

Detecting shrubs with convolutional neural network from Google Earth imagery

deep_learning_satellite_imd

Tools and code for our "Project Bhoomi" - Using Deep Learning on Satellite Imagery to predict population and economic indicators

deepnetsforeo

Deep networks for Earth Observation

deepsat

using CNN with Satellite images - dataset from LSU

fft_oscon

FFT Presentation for OSCON 14

georinex

Python RINEX 2 / 3 NAV / OBS / sp3 reader & batch convert to HDF5 with C-like speed

gmt5sar

GMT5SAR transition to Cmake & Windows

gnss-snr-skyplot

Make skymap plots and timeseries of GPS signal-to-noise-ratio data

gnssrefl

GNSS Reflections Code

machine-learning

models

Models and examples built with TensorFlow

movingpandas

Implementation of Trajectory classes and functions built on top of GeoPandas

notebooks

A collection of iPython/Jupyter notebooks.

pymap3d

pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef enu eci

raster-vision

deep learning for aerial/satellite imagery

rasterio

Rasterio reads and writes geospatial raster datasets

satellite-imagery-feature-detection

Solution to the DSTL Satellite Imagery Feature Detection challenge on Kaggle

sidl

Deep Learning code

spoon-knife

This repo is for demonstration purposes only.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow