tonish
I'm a PhD student working with hyperspectral data from the field domain to airborne and spaceborne.
Israel
Pinned Repositories
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).
FX10e-automation-with-python
Green-house
script for processing images into dataframes using python
Interactive-Savitzky-golay
A notebook with a way to interact with how savitzky golay transformation works with noisy spectrum
raster-vision
An open source framework for deep learning on satellite and aerial imagery.
Set-desktop-wallpaper
torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
WN-to-WL
Python jupyter notebook to load hyperspectral LWIR image in cm-1 and change it to µm
tonish's Repositories
tonish/WN-to-WL
Python jupyter notebook to load hyperspectral LWIR image in cm-1 and change it to µm
tonish/convert_matlab73_hdf5
Convert Matlab v7.3 '.mat' files (i.e. HDF5 file format) into Python's pickle or numpy format.
tonish/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).
tonish/FX10e-automation-with-python
tonish/Green-house
script for processing images into dataframes using python
tonish/Interactive-Savitzky-golay
A notebook with a way to interact with how savitzky golay transformation works with noisy spectrum
tonish/raster-vision
An open source framework for deep learning on satellite and aerial imagery.
tonish/Set-desktop-wallpaper
tonish/torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
tonish/DNSO
tonish/DSen2
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
tonish/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.
tonish/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.
tonish/Hypercam-preprocess
tonish/Hyperspectral-scanner
tonish/HyperspectralAnalysisIntroduction
Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook
tonish/MNIST-playing-around
tonish/Mooving-average
tonish/ndwi_exe
tonish/NGVEO
Deep learning for Earth Observation
tonish/Parallel-DNSO
tonish/Plank-fit
tonish/Read-ENVi-CSV
Read the output from envi ROI - plot and pixels locations
tonish/tonish.github.io
Shahar's blog
tonish/WG4-CAL-VAL
SENSECO WG4 training school 11-2019
tonish/xgboost_explainability
XGBoost explainability show case with a Jupyter notebook including a Vagrant virtual machine definition to simplify reproduction of results.