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3d-convolutional-neural-networks-with-lidar

Implementations of popular CNNs in 3D for developing forest inventories from LiDAR

alexnet

Keras port for AlexNet in R

als_nns

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

balancedsampling

:exclamation: This is a read-only mirror of the CRAN R package repository. BalancedSampling — Balanced and Spatially Balanced Sampling. Homepage: http://www.antongrafstrom.se/balancedsampling

bap

Best Available Pixel calculation using Google Earth Engine

biodev

Building Biocarbon and Rural Development in West Africa (BIODEV) project data & codes in R

cat-dog-cnn-classifier

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

csc18

csf

Airborne LiDAR filtering method based on Cloth Simulation.

deep-learning-with-python-brownlee

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

docs

TensorFlow documentation

evolutionary-algorithm

Evolutionary Algorithm using Python

extinctionrisk-plants

R code for predicting extinction risk in plants based on IUCN Red List assessments

extreme-invaders

forest

Repository for technical data dealing with Biomass modeling in Tanzania

forest-degradation-monitoring

Repository for technical data dealing with (semi)-evergreen forest degradation monitoring

forestgapr

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

forestr

forestr R package

forvol

An R package for tree volume equations.

geocomputing

Examples for doing spatial analysis in CSC computing environment.

geopandas

Python tools for geographic data

get

Global Envelope Tests

gisfin

Finland GIS package for R

hierarchical

Using Hierarchical programming in forest management planning

ieo

Irish Earth Observation (IEO) remote sensing data processing Python module

ieotools

Tools for managing Earth observation data. Currently only supports Landsat imagery

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

kite-python-blog-post-code

Code snippets from Kite blog posts

laspy

Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.

lastools

efficient tools for LiDAR processing