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RedFox GIS & Remote Sensing's Projects

arcgis icon arcgis

ArcGIS basic license scripts with higher functionality

detectree2 icon detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

get_river_width icon get_river_width

Find the river width (and other properties) from a masked water image

image-segmentation-classification icon 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.

kaggle_dstl_submission icon kaggle_dstl_submission

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

lidar-heights icon lidar-heights

Extract building heights using building footprints and lidar data with postgis

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models icon models

Models and examples built with TensorFlow

mxd2qgs icon mxd2qgs

Python script for converting ArcGIS .mxd files to QGIS

pixel_level_land_classification icon 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.

treels icon treels

R functions for processing individual tree TLS point clouds

trees-deep-learning icon trees-deep-learning

This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".

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