RedFox GIS & Remote Sensing's repositories
tree_segmentation
LiDAR tree segmentation
extract_water
Extract water from nIR imagery
image-segmentation-classification
This repo contains a Jupyter Notebook which tests an approach to segment and classify high resolution NAIP imagery using a Random Forests classifier.
generate_plots
Generates uniform plots (points) in forest stand polygons.
BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
detectree2
Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN
get_river_width
Find the river width (and other properties) from a masked water image
kaggle_dstl_submission
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
keras-retinanet
Keras implementation of RetinaNet object detection.
Lidar-heights
Extract building heights using building footprints and lidar data with postgis
lidar-processing-pipeline
LiDAR processing using lidR in R
mxd2qgs
Python script for converting ArcGIS .mxd files to QGIS
pixel_level_land_classification
Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
RedFox-Tools
Number Points Sequentially
Snazzy-EE-TS-GIF
Apps for creating Landsat time series animations
TreeCountSegHeight
Code for paper
trees-deep-learning
This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".
USBuildingFootprints
Computer generated building footprints for the United States