Notebooksinteractive notebooks from Planet Engineering
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xarray-sentinelXarray backend to Copernicus Sentinel-1 satellite data products
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Landsat578Very simple API to download Landsat [1-5, 7, 8] data from Google
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geoblazeBlazing Fast JavaScript Raster Processing Engine
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CoastsatGlobal shoreline mapping tool from satellite imagery
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3D-PV-LocatorRepo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
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awesome-spectral-indicesA ready-to-use curated list of Spectral Indices for Remote Sensing applications.
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ee extraA ninja python package that unifies the Google Earth Engine ecosystem.
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Dota DoaiThis repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
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SentinelsatSearch and download Copernicus Sentinel satellite images
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Earthengine Py NotebooksA collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
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Satellite imagery analysisImplementation of different techniques to find insights from the satellite data using Python.
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Highres NetPytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
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ChangeFormerOfficial PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection
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irisSemi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
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Python-for-Remote-Sensingpython codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
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Start majaTo process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
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sentinel-utilA CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data
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Adaptis[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
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Autocrop😌 Automatically detects and crops faces from batches of pictures.
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DetectorchDetectorch - detectron for PyTorch
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Label MakerData Preparation for Satellite Machine Learning
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ModistspAn "R" package for automatic download and preprocessing of MODIS Land Products Time Series
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S2pSatellite Stereo Pipeline
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TfvosSemi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
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Copy Paste AugCopy-paste augmentation for segmentation and detection tasks
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Spacenet building detectionProject to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
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TfwssWeakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
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sitsSatellite image time series in R
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deck.gl-rasterdeck.gl layers and WebGL modules for client-side satellite imagery analysis
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Siamese Mask RcnnSiamese Mask R-CNN model for one-shot instance segmentation
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eemontA python package that extends Google Earth Engine.
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eodagEarth Observation Data Access Gateway
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dea-coastlinesExtracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale
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spyndexAwesome Spectral Indices in Python.
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open-impactTo help quickstart impact work with Satellogic [hyperspectral] data
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Polyrnn PpInference Code for Polygon-RNN++ (CVPR 2018)
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Awesome GeeA curated list of Google Earth Engine resources
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Torchsat🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
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Ternausnetv2TernausNetV2: Fully Convolutional Network for Instance Segmentation
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DeepnetsforeoDeep networks for Earth Observation
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shipsnet-detectorDetect container ships in Planet imagery using machine learning
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GeemapA Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium
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Geetools Code EditorA set of tools to use in Google Earth Engine Code Editor (JavaScript)
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KeraspersonlabKeras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)
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ClandmarkOpen Source Landmarking Library
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Pytorch Vq VaePyTorch implementation of VQ-VAE by Aäron van den Oord et al.
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CourseraThese are my learning exercices from Coursera
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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MultihopkgMulti-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
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Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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