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199 search results found

Cellstar ⭐ 21

Algorithm for round cells identification in the brightfield microscopy images.

Satellite_computervision ⭐ 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 ⭐ 19

Detect container ships in Planet imagery using machine learning

Deforestationanalysistool ⭐ 19

A web application to help track deforestation by analyzing imagery data

Go2mapillary ⭐ 19

a plugin for displaying and extracting information from Mapillary street level imagery with QGIS (3.0)

Aerial Segmentation ⭐ 19

Scripts to process aerial imagery

Detect Baseball Diamonds ⭐ 17

Various attempts at scanning aerial imagery to detect baseball diamonds.

Nhc Cones ⭐ 15

Plots all 5 day forecast cones onto the NHC 7 day forecast imagery

Hourglass shape network for remote sensing imagery semantic segmentation

Forestcoverchange ⭐ 15

Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery

Obia4rtm ⭐ 15

Object-Based Image Analysis Tools for Radiative Transfer Modeling

Gps Denied Uav Localization ⭐ 15

Kaggle Dstl Satellite Imagery Feature Detection ⭐ 15

6th place solution

Play Svg ⭐ 15

play-SVG is a set of libraries for the generation of geometric imagery in SVG format

Methane Detection From Hyperspectral Imagery ⭐ 14

Deep Learning based Remote Sensing Methods for Methane Detection in Airborne Hyperspectral Imagery

Massive Change Detection ⭐ 14

QGIS 2 plugin for applying change detection algorithms on high resolution satellite imagery

Pxm Manifest Specification ⭐ 13

File specification for PXM (Pixel Monster)

Binarybuilder ⭐ 13

Script for generating the binary builds of Stereo Pipeline

Robust_matching_network_on_remote_sensing_imagery_pytorch ⭐ 13

A Robust Matching Network for Gradually Estimating Geometric Transformation on Remote Sensing Imagery

This repository for training tensorflow models. Dataset based on Vehicle Detection in Aerial Imagery (VEDAI)

📓 A copy of John Wiseman's Regressive Imagery Dictionary

Open Cities Ai Challenge Benchmark Model ⭐ 13

Benchmark model for DrivenData Open Cities AI Challenge

Svhn Multi Digit Recognition ⭐ 13

A implementation of [Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks](https://arxiv.org/pdf/1312.6082.pdf).

Pv_pipeline ⭐ 13

PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258

Broad Area Satellite Imagery Semantic Segmentation

Glue Geospatial ⭐ 12

Experimental plugin to support satellite imagery

Nupic.eeg ⭐ 12

EEG data Classification & Anomaly Detection with NuPIC

Brain Powered ⭐ 12

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

Open Source Algorithm for Detecting Sea Ice Surface Features in High Resolution Optical Imagery

E Farmerce Platform ⭐ 11

e-farmerce aims to solve the problem of Automated Crop Identification using Satellite Imagery and Deep Learning.

Forest Prediction ⭐ 11

🛰 Deep learning for deforestation classification and forecasting in satellite imagery

Uav Ortho ⭐ 11

Automatic georeferencing of UAV imagery with object recognition

Automatically convert a stream of tile coordinates to another format

Alph The Sacred River ⭐ 11

AI poetic imagery

Think_visually ⭐ 11

Code for ACL 2018 paper 'Think Visually: Question Answering through Virtual Imagery'

Super Resolution for Satellite Imagery

Streetview_objectmapping ⭐ 10

Automatic Discovery and Geotagging of Objects from Street View Imagery

Data Clif 2007 ⭐ 10

Wide area motion imagery aerial data with 3,000,000+ labels

Landslides_detection ⭐ 10

Machine learning tool to detect landslides from optical satellite imagery

Lc8_download ⭐ 10

Utility to download Landsat imagery from AWS or Google Earth Engine servers

Rio Alpha ⭐ 9

Add alpha band to imagery based on nodata values

Unet_sem_seg ⭐ 8

Semantic segmentation of satellite imagery using U-nets (U-nets: https://arxiv.org/abs/1505.04597)

Drone Footprints ⭐ 8

Building Detection ⭐ 8

Imperceptible Fake Face Antiforensic ⭐ 8

An imperceptible and transferable anti-forensic method for fake face imagery detection.

Fcn 4s For Building Extraction ⭐ 8

Building Extraction based on FCN-4s

Pebblecounts ⭐ 8

PebbleCounts: grain-sizing algorithm for gravel-bed river imagery

Hyperspectral Imagery ⭐ 8

Developing a classification algorithm for (HSI) Hyper-spectral image datasets.

Phenoanalysis ⭐ 8

Tools for working with and analyzing PhenoCam imagery.

Object-based CNN

Scale Aware_da ⭐ 7

Bci Controlled Ur Manipulator ⭐ 7

Python implementation of motor imagery real-time BCI paradigm for 3D control of UR5 manipulator and ROBOTIQ gripper, with unique control session paradigm.

Cameraworkbench ⭐ 7

Includes drivers for Amscope camera and simple UI for time lapse imagery

Sar2color Igarss2018 Chainer ⭐ 7

This repository is an implementation of our IGARSS2018 paper "Image Translation Between Sar and Optical Imagery with Generative Adversarial Nets".

Python tool for creating a STAC catalog for NAIP and other imagery sources

Python package for downloading, mosaicking, or compositing MODIS-scale NDVI imagery

Crater Scraper ⭐ 7

Identifying Craters left from weapons tests using a Convolutional Neural Network

Uspowerplantdataset ⭐ 7

A demo for the creation of US Power Plant NAIP/Landsat8 Dataset

Anaglypher ⭐ 7

Python script for making anaglyph-3D maps from a DEM.

Indicar_tools ⭐ 7

Indicar Landsat Geoprocessing Tools

Rtmotseg_geom ⭐ 7

Timestreamlib ⭐ 7

DEPRECATED. Please use the current version of the TimeStream tools at https://gitlab.com/appf-anu/pyts2.

Gee_sar_fetcher ⭐ 7

An easy-to-use Python library to download SAR imagery from Google Earth Engine

Satellite Imagery Analysis Of Vegetation In Southern Pakistan ⭐ 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.

Spacenet Round3 ⭐ 6

Road detection in satellite imagery using fully convolutional neural networks.

Color_restorer ⭐ 6

TF2 Keras Implementation of Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images

Weakly Supervised Segmentation Of Sar Imagery Using Superpixel And Hierarchically Adversarial Crf ⭐ 6

this code implements the method proposed in paper "Weakly Supervised Segmentation of SAR Imagery Using Superpixel and Hierarchically Adversarial CRF". if it helps you, please kindly cite this paper。

Fracanalysis ⭐ 6

Some basic python tools for representing and analyzing fracture traces on 2D planes. Includes functionality for finding lengths of fractures, intersections of fracture traces with other objects like straight and circular scan lines, and computing fracture intensity. Very much a work in progress.

Icesurfclassifiers ⭐ 6

Code for applying ML algorithms trained on ground spectra to autoclassify ice surface type in UAV or Sentinel-2 derived multispectral imagery

Planet_stack_finder ⭐ 6

Find locations of overlapping geometries

Beyond Nightlight ⭐ 6

Using Satellite Imagery and Deep Learning to Evaluate the Impact of Anti-Poverty Programs

Fine Tuning A Pre Trained Cnn For First Year Sea Ice And Multi Year Sea Ice Cp Imagery Classificatio ⭐ 6

Mapping first-year sea ice and multi-year sea ice in the oceans is significant for many applications. For example, ship navigation and weather forecast. Accurate and robust classification methods of multi-year ice and first-year ice are in demand [2]. Hybrid-polarity SAR architecture will be included in future SAR missions such as the Canadian RADARSAT Constellation Mission (RCM). These sensors will enable the use of compact polarimetry (CP) data in wide swath imagery [1]. Convolutional neural n

Package to compute point cloud models using photogrammetry from time-lapse imagery

Sidewalk Panorama Tools ⭐ 6

Collection of tools for fetching and processing Street View imagery, adapted from code by @kotarohara

Goes Ortho ⭐ 6

Functions for downloading GOES-R ABI imagery, orthorectifying with a DEM, creating timeseries for a single point from a stack of ABI images

Pyintertidaldem ⭐ 6

Intertidal DEM from Spectral Imagery and Water Level

Rooftop Instance Segmentation ⭐ 6

VGG-16 Model to Segment Rooftops from Aerial Imagery

Eeg Signal Classification ⭐ 6

Classification of EEG samples into motor imagery classes to be used for a simple Brain-Computer Interface.

Posm Imagery Api ⭐ 6

POSM imagery API

Imagepypelines ⭐ 6

data pipeline and convienence library targeted at accelerating the development of imaging projects and research

Landsat Mosaic Latest ⭐ 6

Auto-updating Landsat mosaic from SNS notifications

Cnn_sea_turtle_detection ⭐ 5

Code for Methods in Ecology and Evolution paper: "A Convolutional Neural Network for Detecting Sea Turtles in Drone Imagery"

Reinvent2018 Arc329 Builders Workshop ⭐ 5

Re:Invent 2018 ARC329 Builder Workshop

Tilehuria ⭐ 5

Minimal utility set for creating and managing MBTiles from tileservers

Landsat Sentinel Fusion ⭐ 5

Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa

Espatools ⭐ 5

A lightweight Python package for simple loading of Landsat imagery as NumPy arrays

Ships_detection ⭐ 5

Classical object detection for ships using HoG+SVM for classification and Sliding Window approach for object detection.

This repository contains all the code used in the experiments of the paper Restricted Exhaustive Search for Frequency Band Selection in Motor Imagery Classification as well as additional information of the experiments and results, and how to reproduce them.

Mfctr Cnn ⭐ 5

Tensorfolw code for" Reconstructing Geostationary Satellite Land Surface Temperature Imagery Based on Multiscale Feature Connected Convolutional Neural Network"(Remote sensing 2019)

Process ASO imagery and generate DSMs

Django application to manage the download and processing of Landsat Imagery

Metadata Gathering, Extraction and Transformation Application - Unmaintained

Onearth Image Analytics ⭐ 5

An image server providing on-demand analytics/resampling of OnEarth imagery.

Noaa Apt Decoder Experiments ⭐ 5

CLI to decode NOAA APT imagery to better understand imagery decoding from radio signal

Mosaicking ⭐ 5

🌏 Jupyter notebook to create mosaics using Pleaides/SPOT imagery with UP42.

Tasselnetv2plus ⭐ 5

TasselNetv2+: A Fast Implementation for High-Throughput Plant Counting from High-Resolution RGB Imagery

Aerialseg ⭐ 5

A collection of algorithm pipelines for segmentation of aerial imagery implemented by PyTorch.

Spacesense ⭐ 5

Python framework to build Earth Observation applications with ease.

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