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release

Binary releases of Vaa3D and related software components

retina-features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

retina-optic-disc-detector

Optic disc detection in a retina image using a fully connected convolutional neural network.

retina-unet

Retina blood vessel segmentation with a convolutional neural network

retina-vesselnet

A DenseBlock-Unet for Retinal Blood Vessel Segmentation

retinal-exudates-detection

exudates detection using hybrid approach (Image Morphology & Machine Learning)

retinal-vessel-segmentation

Segmentation of Retinal Vessels in Fundus Images

retrogressive_thaw_slumps_dl

Land use classification or Landform delineation on remote sensing images. Specifically, this repo is to delineate landforms due to the thawing of ice-rich permafrost using Deep Learning.

rgedi

rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.

rgistools

Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel

richdem

High-performance Terrain and Hydrology Analysis

ridb

client for Index Database of remote sensing indices

rit-18

High-Resolution Multispectral Dataset for Semantic Segmentation

riverrem

Make river relative elevation models (REM) and REM visualizations from an input digital elevation model (DEM).

road-extraction-from-aerial-images

roaddetector

Winning Solutions from SpaceNet Road Detection and Routing Challenge

robb-2015

SeAMS: A Matlab-based semi-automated mapping system for geomorphology, Ciaran Robb, Neil Arnold, Ian Willis

robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

rstoolbox

Remote Sensing Data Analysis in R 🛰

rude-carnie

Age/Gender detection in Tensorflow

s2p

Satellite Stereo Pipeline

salib

Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.

sarpy

A basic Python library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

satellite-image-object-detection

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).

schoolofai_enschede

Lecture notes and code

sdm-python

Species Distribution Modeling pipeline written in Python

sea-ice-tutorials

ICESat-2 hack week repository for the sea ice tutorials

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

semantic_segmentation

Semantically segment the road in the given image.