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Search results for python satellite imagery
python
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satellite-imagery
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176 search results found
Satellite_computervision
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20
Repository containing code used to produce computer vision models that can identify infrastructure in publicly available satellite imagery using Google Earth Engine and Tensorflow.
Shipsnet Detector
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19
Detect container ships in Planet imagery using machine learning
Apertools
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18
Utilities for SAR and InSAR processing
Phenolopy
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18
Python-based extractor of vegetation metrics from satellite-based vegetation time-series imagery.
Spfeas
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18
Spatial feature processing of satellite imagery
Orthoseg
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18
OrthoSeg makes it easy to train neural networks to segment orthophotos.
Spnv2
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17
PyTorch implementation of SPNv2
Eodms Api Client
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17
EODMS API Client for Python
Ercnn Drs_urban_change_monitoring
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17
Neural Network based Urban Change Detection with Deep-Temporal Multispectral and SAR Remote Sensing Data.
Sentinel 5p
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16
Sentinel5P_Python
Sentinel_bot
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15
A twitter bot which processes raw sentinel data
Gps Denied Uav Localization
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15
Python For Remote Sensing
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15
python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
Image Classification
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14
Pre-trained VGG-Net Model for image classification using tensorflow
Sentinel Util
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14
A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data
Homonim
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14
Correct aerial and satellite imagery to surface reflectance.
Planet Movement
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12
Find and process Planet image pairs to highlight object movement
Satellite Sam Dashboard
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12
This app integrates the Segment Anything Model (SAM) with Sentinel-2 data. The app is built using Dash Plotly and dash leaflet. It allows segmenting satellite images using the two ways provided by SAM: automatic mask generator and prompt segmentation (using points and bounding boxes).
Glue Geospatial
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12
Experimental plugin to support satellite imagery
Sentinel_1_python
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12
Sentinel-1 SAR in Python. Work with Metadata, Download Images, Load image, Calibrate the images, Speckle Filter the images. In short: Work with Sentinel 1 with only python...
Rttov Wrf
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12
Simulate SEVIRI satellite channels from WRF output
Geosyspy
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12
🐍 The official Python client library for <geosys/> APIs.
Parking_bays_detectron2
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12
Detecting parking bays with satellite imagery
Coastguard
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11
Coastal Observation + Analysis using Satellite-derived Timeseries, Generated Using AI + Real-time Data
Frontlearning
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11
Using neural networks to identify glacier calving fronts from satellite imagery
E Farmerce Platform
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11
e-farmerce aims to solve the problem of Automated Crop Identification using Satellite Imagery and Deep Learning.
Remote Sensing Analysis
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11
Implementing a remote sensing object detector using Tensorflow object detection API
Forest Prediction
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11
🛰 Deep learning for deforestation classification and forecasting in satellite imagery
Py Eodms Rapi
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11
EODMS RAPI Client is a Python3 package used to access the REST API service provided by the Earth Observation Data Management System (EODMS) from Natural Resources Canada.
Landslides_detection
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10
Machine learning tool to detect landslides from optical satellite imagery
Icesat2 Book
⭐
10
Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data
Satellite Imagery Road Extraction
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10
Developed a Software for semantic segmentation of remote sensing imagery using Fully Convolutional Networks (FCNs). Initially, this software developed for extracting the road network from high-resolution remote sensing imagery. And now, this software can be used to extract various features (Semantic segmentation of remote sensing imagery). This project can also extract from Vector Data. This is part of my Internship at ISRO (Indian SPace Research Organization)'s NRSC (National Remote Sensing Cen
Waf_ml_tutorial_part2
⭐
10
Python code to assist in familiarizing meteorologists with machine learning
Mtl_pan_seg
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10
Implementation of "Multi-task Deep Learning for Satellite Image Pansharpening and Segmentation"
Lc8_download
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10
Utility to download Landsat imagery from AWS or Google Earth Engine servers
Earthengine Image Downloader
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10
A fast way to download satellite images by defining the location from google-earth-engine
Srcnn
⭐
10
Super Resolution for Satellite Imagery
Nd
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10
Framework for the analysis of n-dimensional, multivariate Earth Observation data
Gee_timeseries
⭐
9
Google Earth Engine time series with Savitzky-Golay filter
Probav
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9
Super-resolution enhancement of PROBA-V satellite images
30daymapchallenge2021
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9
2021 #30DayMapChallenge data visualization project. Maps made using PyGMT whenever possible.
Shapobjectdetection
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8
SHAP-Based Interpretable Object Detection Method for Satellite Imagery
Vaui
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8
Ocnn
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8
Object-based CNN
Unet_sem_seg
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8
Semantic segmentation of satellite imagery using U-nets (U-nets: https://arxiv.org/abs/1505.04597)
Proba V
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7
Enhance low resolution image using Convolutional Neural Nets. My solution to European Space Agency's one of its many contest.
Geepy
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7
Access google earth engine products for a time-series analysis
Missing Pixel Filler
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7
missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.
Satellite Imagery Analysis Of Vegetation In Southern Pakistan
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7
This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in this repository aims to familiarise with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and humanitarian challenges.
Meteor_corrector
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7
Polar satellite geometry corrector
Satnogs
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7
The goal of this project is to create a functional satellite ground station, able to receive VHF transmissions from NOAA sats and more!
Indicar_tools
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7
Indicar Landsat Geoprocessing Tools
Rio Segment
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7
segment a set of rasters using rasterio and skimage
Wind Turbine Detector
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7
Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab
Crater Scraper
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7
Identifying Craters left from weapons tests using a Convolutional Neural Network
Spacenet7 Buildings Detection
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7
Building detection from the SpaceNet dataset using UNet.
Witw
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7
Using ML to match ground level photos to overhead imagery.
Cmrset Examples
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7
This repository contains code examples which demonstrate how users can access the CMRSET actual evapotranspiration data product and related data services.
Landsat Mosaic Latest
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6
Auto-updating Landsat mosaic from SNS notifications
Cyfi
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6
Estimate cyanobacteria density based on Sentinel-2 satellite imagery
Beyond Nightlight
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6
Using Satellite Imagery and Deep Learning to Evaluate the Impact of Anti-Poverty Programs
Semantic Segmentation U Net
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6
Semantic Segmentation based on U-Net Architecture and "RGB-Padding"
Planetscope_preprocessing
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6
Notebooks for preprocessing and analysis of Planetscope 4 band data/imagery, using Python packages as rasterio and fiona.
Ee Catalog Scale Offset Params
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6
A list of all the scale and offset parameters for each raster dataset in Google Earth Engine.
Spacenet Round3
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6
Road detection in satellite imagery using fully convolutional neural networks.
Mosaiks
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6
Parallelized encoding of satellite imagery into easy-to-use features using the MOSAIKS algorithm.
Floating Marine Debris Data
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6
This repository contains data from Sentinel-2 imagery on floating marine debris, with annotations for six debris classes, including plastic, driftwood, seaweed, pumice, sea snot, and sea foam.
Imagery
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5
Django application to manage the download and processing of Landsat Imagery
Tilestache Atkinstache
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5
dot dot dot dot dot (and so on)
Hurricane Wind Speed Cnn
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5
A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image
Marine Debris Ml Model
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5
Marine Debris Detection with Commercial Satellite Imagery and Deep Learning.
S2cloudmask
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5
Sentinel-2 Cloud and Shadow Detection using Machine Learning
Landsat Mosaic Tiler
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5
Serverless Landsat map tiles from mosaics of Cloud-Optimized GeoTIFFs
Resunet
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5
Pytorch implementation of ResUnet and ResUnet ++
Uav Segmentation Scripts
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5
Collection of scripts for preparation of datasets for semantic segmentation of UAV images
Remotesensing 14 03760
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5
⛈️ Code for the paper "End-to-End Prediction of Lightning Events from Geostationary Satellite Images"
Spacesense
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5
Python framework to build Earth Observation applications with ease.
Geoinformatics
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5
Contains project work of Geoinformatics
Geoproc
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5
Process geospatial imagery with ease
Planetary Computer Catalog
⭐
5
The Microsoft Planetary Computer Catalog in CSV format
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