tonish Goto Github PK

convert_matlab73_hdf5

Convert Matlab v7.3 '.mat' files (i.e. HDF5 file format) into Python's pickle or numpy format.

decision_tree_prune

Decision Tree with PEP,MEP,EBP,CVP,REP,CCP,ECP pruning,all are implemented with Python(sklearn-decision-tree-prune included,All finished).

dnso

dsen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

fx10e-automation-with-python

green-house

script for processing images into dataframes using python

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

highres-net

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.

hypercam-preprocess

hyperspectral-scanner

hyperspectralanalysisintroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook

interactive-savitzky-golay

A notebook with a way to interact with how savitzky golay transformation works with noisy spectrum

mnist-playing-around

mooving-average

ndwi_exe

ngveo

Deep learning for Earth Observation

parallel-dnso

plank-fit

raster-vision

An open source framework for deep learning on satellite and aerial imagery.

read-envi-csv

Read the output from envi ROI - plot and pixels locations

set-desktop-wallpaper

tonish.github.io

Shahar's blog

torchsat

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

wg4-cal-val

SENSECO WG4 training school 11-2019

wn-to-wl

Python jupyter notebook to load hyperspectral LWIR image in cm-1 and change it to µm

xgboost_explainability

XGBoost explainability show case with a Jupyter notebook including a Vagrant virtual machine definition to simplify reproduction of results.