A U-Net-based deep learning ensemble model for wildebeest-sized animal detection from satellite imagery. A version used for the paper accepted by Nature Communications: "Deep learning enables satel…

This is the code repository for the manuscript: "On the potential of Sentinel-2 for estimating Gross Primary Production" for further details see: https://ieeexplore.ieee.org/document/9715117

Examples for doing spatial analysis in CSC computing environment.

Convolutional Neural Networks to predict forest stand variables with help of voxelized ALS data

Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

Best Available Pixel calculation using Google Earth Engine

Raw data and code base for the research approach on future discoveries of terrestrial vertebrates.

Keras port for AlexNet in R

R code for statistical analyses and data visualisation

A translation of the source materials of the book "Advanced Deep Learning with Keras" from Python to R.

Code snippets from Kite blog posts

TensorFlow documentation

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

TensorFlow Tutorials with YouTube Videos

Finland GIS package for R

Simple Features for R

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

Tools for working with Maxent in R

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Updated and modified (by me) codes and recipes on Deep Learning projects and lessons from the Brownlee's book: Deep learning with python.

Evolutionary Algorithm using Python

ForestGapR: An R Package for Airborne Laser Scanning-derived Tropical Forest Gaps Analysis

Repository for technical data dealing with Biomass modeling in Tanzania

Airborne LiDAR filtering method based on Cloth Simulation