montimaj
Assistant Research Professor @ Desert Research Institute | Ex-Research Scientist Intern @facebook | Ex-Analytics Modeling Intern @planetlabs
Desert Research InstituteReno, Nevada
Pinned Repositories
HighResCanopyHeight
This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".
HydroMST
Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning
HydroNet
Deep Learning and Super-learner based modeling for groundwater withdrawal prediction in Kansas and Arizona
HydroSAR
Groundwater pumping estimation in Arizona using remote sensing datasets and machine learning
OpenET-GW
Field-scale groundwater pumping estimation using OpenET
PolInSnow
Standing snow depth estimation using PolInSAR
PROJECT_QR
Generating QR codes from various files and verifying the authenticity of the file using digital signature(RSA)
Remouse
Android app for remotely controlling mouse and keyboard.
SARSnow
Thesis Codes
SemiAutomaticClassificationPlugin
montimaj's Repositories
montimaj/HydroMST
Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning
montimaj/SARSnow
Thesis Codes
montimaj/HydroSAR
Groundwater pumping estimation in Arizona using remote sensing datasets and machine learning
montimaj/PolInSnow
Standing snow depth estimation using PolInSAR
montimaj/OpenET-GW
Field-scale groundwater pumping estimation using OpenET
montimaj/HydroNet
Deep Learning and Super-learner based modeling for groundwater withdrawal prediction in Kansas and Arizona
montimaj/ist5520-fs21-g4-mlproj
IST 5520 Data Science and ML in Python project
montimaj/OARES
A generic Netlogo Agent Based Model to simulate rainfall runoff and erosion in a watershed
montimaj/awesome-geospatial-companies
:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
montimaj/et-demands
Dual crop coefficient crop water demand model
montimaj/Fresh_Snow_IGARSS
LATEX files for IGARSS 2019
montimaj/shap
A game theoretic approach to explain the output of any machine learning model.
montimaj/HighResCanopyHeight
This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".
montimaj/Deep-Learning-SE-6213
Deep Learning codes for Systems Engineering 6213 class
montimaj/DNR_NDVI
Department of Natural Resources (DNR) Poster Paper
montimaj/GeoE-6001-Space
Codes for Missouri S&T Geo Eng 6001 class
montimaj/Global-Subsidence-Groundwater
montimaj/gridwxcomp
Comparison of weather station and gridded climate datasets
montimaj/IST_5520_Challenge
Solving the challenge/competition problem in the IST 5520 Class (FS 2021, Missouri S&T)
montimaj/ITC_Paper
Journal article based on MSc thesis
montimaj/LunarSol
Simulation of Helium-3 retention on lunar surface due to the effect of solar wind
montimaj/ML_5535
Machine learning codes (R) used in the IST 5535 class, Spring 2020, Missouri S&T
montimaj/MLPROJ
IST 5535 ML project
montimaj/montimaj
Config files for my GitHub profile.
montimaj/nasa-roses-uva
Codes for remote sensing data acquisition and preprocessing
montimaj/Report_Midterm2_STAT5814
STAT 5814: Midterm 2 Report LATEX Source
montimaj/SemiAutomaticClassificationPlugin
montimaj/SnowSAR
Temporary repo for public thesis codes
montimaj/STAT_TSA
STAT 5814 Applied Time Series Analysis Codes
montimaj/STEG
CRYPTO+Steganography